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Smart, Center, TopLeft, Top, TopRight, Left, Right, BottomLeft, Bottom, BottomRight.", name: focal_point, widget: string, required: false, default: "Smart"} + - {label: Thumbnail Only?, name: preview_only, widget: boolean, default: false} + - name: talks + label: Talks + label_singular: Talk + folder: 'content/talk' + path: '{{slug}}/index' + create: true # Allow users to create new documents in this collection + fields: # The fields each document in this collection have + - {label: "Title", name: "title", widget: "string"} + - {label: "Abstract", name: "abstract", widget: "text"} + - {label: "Where", name: "location", widget: "text"} + - {label: "From", name: "date", widget: "datetime"} + - {label: "To", name: "date_end", widget: "datetime", default: ""} + - {label: "All day event?", name: "all_day", widget: "boolean", default: false} + - label: Links/Tickets + name: links + required: false + widget: list + fields: + - {label: Link, name: url, widget: string} + - {label: Link text, name: name, widget: string, required: false} + - label: Icon pack + name: icon_pack + widget: select + multiple: false + required: false + options: + - {label: "None", value: ""} + - {label: "Solid", value: "fas"} + - {label: "Regular", value: "far"} + - {label: "Brand", value: "fab"} + - {label: "Academic", value: "ai"} + - {label: Icon, name: icon, widget: string, required: false} + - {label: "Event", name: "event", widget: "string"} + - {label: "Event link", name: "event_url", widget: "string"} + - {label: "Publish this page on", name: "publishDate", widget: "datetime"} + - {label: "Markdown slides (reference a deck in 'content/slides/')", name: "slides", widget: "string", required: false} + - label: "Draft" + name: "draft" + widget: "boolean" + default: false + - label: "Featured" + name: "featured" + widget: "boolean" + default: false + - label: "Authors" + name: "authors" + required: false + widget: "list" + - label: "Tags" + name: "tags" + required: false + widget: "list" + - label: "Categories" + name: "categories" + required: false + widget: "list" + - label: "Projects (reference projects in 'content/project/')" + name: "projects" + required: false + widget: "list" + - label: "Featured Image" + name: "image" + required: false + widget: object + fields: + - label: "Upload an image named `featured.jpg/png`" + name: "filename" + widget: "image" + default: "featured" + media_library: + config: + multiple: false + - {label: Caption, name: caption, widget: string, required: false} + - {label: Description for screen readers, name: alt_text, widget: string, required: false} + - {label: "Where's the focal point in the image? Smart, Center, TopLeft, Top, TopRight, Left, Right, BottomLeft, Bottom, BottomRight.", name: focal_point, widget: string, required: false, default: "Smart"} + - {label: Thumbnail Only?, name: preview_only, widget: boolean, default: false} + - {label: "Details", name: "body", widget: "markdown"} + - name: pages + label: "Pages" + files: + - file: "content/privacy.md" + label: "Privacy Policy" + name: "privacy" + fields: + - {label: "Title", name: "title", widget: "string"} + - {label: "Publish Date", name: "date", widget: "datetime"} + - {label: "Subtitle", name: "subtitle", widget: "string"} + - {label: "Summary", name: "summary", widget: "markdown"} + - label: "Draft" + name: "draft" + required: false + widget: "boolean" + default: false + - {label: "Body", name: "body", widget: "markdown"} + - file: "content/terms.md" + label: "Terms" + name: "terms" + fields: + - {label: "Title", name: "title", widget: "string"} + - {label: "Publish Date", name: "date", widget: "datetime"} + - {label: "Subtitle", name: "subtitle", widget: "string"} + - {label: "Summary", name: "summary", widget: "markdown"} + - label: "Draft" + name: "draft" + required: false + widget: "boolean" + default: false + - {label: "Body", name: "body", widget: "markdown"} diff --git a/admin/index.html b/admin/index.html new file mode 100644 index 0000000..f0934d7 --- /dev/null +++ b/admin/index.html @@ -0,0 +1,14 @@ + + + + + + Content Manager | Academic + + + + + + + + diff --git a/author/frank-schafer/avatar.png b/author/frank-schafer/avatar.png new file mode 100644 index 0000000..5c3cad7 Binary files /dev/null and b/author/frank-schafer/avatar.png differ diff --git a/author/frank-schafer/avatar_hu9202cabaed592d2d4bbe51596d4206a2_80238_270x270_fill_lanczos_center_2.png b/author/frank-schafer/avatar_hu9202cabaed592d2d4bbe51596d4206a2_80238_270x270_fill_lanczos_center_2.png new file mode 100644 index 0000000..a20b6d0 Binary files /dev/null and b/author/frank-schafer/avatar_hu9202cabaed592d2d4bbe51596d4206a2_80238_270x270_fill_lanczos_center_2.png differ diff --git a/author/frank-schafer/index.html b/author/frank-schafer/index.html new file mode 100644 index 0000000..2ec7d7c --- /dev/null +++ b/author/frank-schafer/index.html @@ -0,0 +1,835 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Frank Schäfer | FS + + + + + + + + + + + + + + + + + + + + + + + + +
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+ + + + Frank Schäfer + + +
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Frank Schäfer

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PhD candidate in Physics

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+ + Bruder group, University of Basel + +

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I am a PhD candidate in physics within the “Quantum Computing and Quantum Technology” PhD school at the University of Basel.

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Interests

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  • Scientific machine learning
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  • Quantum optics
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  • Many-body physics of ultracold atoms
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  • Multiple scattering theory
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Education

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    PhD candidate under the supervision of Prof. Dr. Christoph Bruder, 2018 - present

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    Department of Physics, University of Basel

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    MSc in Physics under the supervision of Prof. Dr. Andreas Buchleitner, 2018

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    Department of Physics, Albert-Ludwigs-Universität Freiburg

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    BSc in Physics under the supervision of PD Dr. Thomas Wellens, 2015

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    Department of Physics, Albert-Ludwigs-Universität Freiburg

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Frank Schäfer

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PhD candidate in Physics

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Biography

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I am a PhD candidate in physics within the “Quantum Computing and Quantum Technology” PhD school at the University of Basel.

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Interests

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  • Scientific machine learning
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  • Quantum optics
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  • Many-body physics of ultracold atoms
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  • Multiple scattering theory
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Education

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    PhD candidate under the supervision of Prof. Dr. Christoph Bruder, 2018 - present

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    Department of Physics, University of Basel

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    MSc in Physics under the supervision of Prof. Dr. Andreas Buchleitner, 2018

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    Department of Physics, Albert-Ludwigs-Universität Freiburg

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    BSc in Physics under the supervision of PD Dr. Thomas Wellens, 2015

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    Department of Physics, Albert-Ludwigs-Universität Freiburg

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Posts

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Contact

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+ + + + + + + diff --git a/index.json b/index.json new file mode 100644 index 0000000..bb243f6 --- /dev/null +++ b/index.json @@ -0,0 +1 @@ +[{"authors":["admin"],"categories":null,"content":"I am a PhD candidate in physics within the \u0026ldquo;Quantum Computing and Quantum Technology\u0026rdquo; PhD school at the University of Basel.\n","date":-62135596800,"expirydate":-62135596800,"kind":"taxonomy","lang":"en","lastmod":-62135596800,"objectID":"2525497d367e79493fd32b198b28f040","permalink":"https://frankschae.github.io/author/frank-schafer/","publishdate":"0001-01-01T00:00:00Z","relpermalink":"/author/frank-schafer/","section":"authors","summary":"I am a PhD candidate in physics within the \u0026ldquo;Quantum Computing and Quantum Technology\u0026rdquo; PhD school at the University of Basel.","tags":null,"title":"Frank Schäfer","type":"authors"},{"authors":[],"categories":[],"content":"","date":1589109744,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1589109744,"objectID":"79e44c0f8a0e36807f6c8ada19854586","permalink":"https://frankschae.github.io/publication/njp/","publishdate":"2020-05-10T13:22:24+02:00","relpermalink":"/publication/njp/","section":"publication","summary":"Machine-learning driven models have proven to be powerful tools for the identification of phases of matter. In particular, unsupervised methods hold the promise to help discover new phases of matter without the need for any prior theoretical knowledge. While for phases characterized by a broken symmetry, the use of unsupervised methods has proven to be successful, topological phases without a local order parameter seem to be much harder to identify without supervision. Here, we use an unsupervised approach to identify boundaries of the topological phases. We train artificial neural nets to relate configurational data or measurement outcomes to quantities like temperature or tuning parameters in the Hamiltonian. The accuracy of these predictive models can then serve as an indicator for phase transitions. We successfully illustrate this approach on both the classical Ising gauge theory as well as on the quantum ground state of a generalized toric code.","tags":[],"title":"E. Greplova, A. Valenti, G. Boschung, F. Schäfer, N. Lörch, and S. Huber, New J. Phys. 22, 045003 (2020)","type":"publication"},{"authors":[],"categories":[],"content":"","date":1589109737,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1589109737,"objectID":"ce947d9c8d777c18560c094394319a35","permalink":"https://frankschae.github.io/publication/entropy/","publishdate":"2020-05-10T13:22:17+02:00","relpermalink":"/publication/entropy/","section":"publication","summary":"We examine the spectral structure and many-body dynamics of two and three repulsively interacting bosons trapped in a one-dimensional double-well, for variable barrier height, inter-particle interaction strength, and initial conditions. By exact diagonalization of the many-particle Hamiltonian, we specifically explore the dynamical behavior of the particles launched either at the single-particle ground state or saddle-point energy, in a time-independent potential. We complement these results by a characterization of the cross-over from diabatic to quasi-adiabatic evolution under finite-time switching of the potential barrier, via the associated time evolution of a single particle’s von Neumann entropy. This is achieved with the help of the multiconfigurational time-dependent Hartree method for indistinguishable particles (MCTDH-X)—which also allows us to extrapolate our results for increasing particle numbers.","tags":["Bosonic systems","Exact Diagonalization","MCTDH-X"],"title":"F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020)","type":"publication"},{"authors":[],"categories":[],"content":"","date":1589109731,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1589109731,"objectID":"919eb72cd3c1e9e9150d95b768cf58a8","permalink":"https://frankschae.github.io/publication/jphysb/","publishdate":"2020-05-10T13:22:11+02:00","relpermalink":"/publication/jphysb/","section":"publication","summary":"We investigate multiple scattering of scalar waves by an ensemble of N resonant point scatterers in three dimensions. For up to N = 21 scatterers, we numerically optimize the positions of the individual scatterers, to maximize the total scattering cross section for an incoming plane wave, on the one hand, and to minimize the decay rate associated to a long-lived scattering resonance, on the other. In both cases, the optimum is achieved by configurations where all scatterers are placed on a line parallel to the direction of the incoming plane wave. The associated maximal scattering cross section increases quadratically with the number of scatterers for large N, whereas the minimal decay rate—which is realized by configurations that are not the same as those that maximize the scattering cross section—decreases exponentially as a function of N. Finally, we also analyze the stability of our optimized configurations with respect to small random displacements of the scatterers. These results demonstrate that optimized configurations of scatterers bear a considerable potential for applications such as quantum memories or mirrors consisting of only a few atoms.","tags":["multiple scattering","numerical optimization"],"title":"F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017)","type":"publication"},{"authors":[],"categories":[],"content":"","date":1589109296,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1589109296,"objectID":"d90fc2504c29d3f2758c889682fc049f","permalink":"https://frankschae.github.io/publication/pre99/","publishdate":"2020-05-10T13:14:56+02:00","relpermalink":"/publication/pre99/","section":"publication","summary":"We introduce an alternative method to identify phase boundaries in physical systems. It is based on training a predictive model such as a neural network to infer a physical system's parameters from its state. The deviation of the inferred parameters from the underlying correct parameters will be most susceptible and diverge maximally in the vicinity of phase boundaries. Therefore, peaks in the vector field divergence of the model's predictions are used as indication of phase transitions. Our method is applicable for phase diagrams of arbitrary parameter dimension and without prior information about the phases. Application to both the two-dimensional Ising model and the dissipative Kuramoto-Hopf model show promising results.","tags":["Machine Learning","Phase Transitions"],"title":"F. Schäfer and N. Lörch, Phys. Rev. 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This window proceeds to send the current presentation state + * to the notes window + */ +var RevealNotes = (function() { + + var notesPopup = null; + + function openNotes( notesFilePath ) { + + if (notesPopup && !notesPopup.closed) { + notesPopup.focus(); + return; + } + + if( !notesFilePath ) { + var jsFileLocation = document.querySelector('script[src$="notes.js"]').src; // this js file path + jsFileLocation = jsFileLocation.replace(/notes\.js(\?.*)?$/, ''); // the js folder path + notesFilePath = jsFileLocation + 'notes.html'; + } + + notesPopup = window.open( notesFilePath, 'reveal.js - Notes', 'width=1100,height=700' ); + + if( !notesPopup ) { + alert( 'Speaker view popup failed to open. 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+

2

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+

E. Greplova, A. Valenti, G. Boschung, F. Schäfer, N. Lörch, and S. Huber, New J. Phys. 22, 045003 (2020)

+
+ + Machine-learning driven models have proven to be powerful tools for the identification of phases of matter. In particular, unsupervised methods hold the promise to help discover new phases of matter without the need for any prior theoretical … + +
+
+ + + + +
+

F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020)

+
+ + We examine the spectral structure and many-body dynamics of two and three repulsively interacting bosons trapped in a one-dimensional double-well, for variable barrier height, inter-particle interaction strength, and initial conditions. By exact … + +
+
+ + + + +
+

F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017)

+
+ + We investigate multiple scattering of scalar waves by an ensemble of N resonant point scatterers in three dimensions. For up to N = 21 scatterers, we numerically optimize the positions of the individual scatterers, to maximize the total scattering … + +
+
+ + + + +
+

F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019)

+
+ + We introduce an alternative method to identify phase boundaries in physical systems. It is based on training a predictive model such as a neural network to infer a physical system's parameters from its state. The deviation of the inferred parameters … + +
+
+ + + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/publication-type/2/index.xml b/publication-type/2/index.xml new file mode 100644 index 0000000..5f2143a --- /dev/null +++ b/publication-type/2/index.xml @@ -0,0 +1,48 @@ + + + + 2 | FS + https://frankschae.github.io/publication-type/2/ + + 2 + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:22:24 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + 2 + https://frankschae.github.io/publication-type/2/ + + + + E. Greplova, A. Valenti, G. Boschung, F. Schäfer, N. Lörch, and S. Huber, New J. Phys. 22, 045003 (2020) + https://frankschae.github.io/publication/njp/ + Sun, 10 May 2020 13:22:24 +0200 + https://frankschae.github.io/publication/njp/ + + + + + F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020) + https://frankschae.github.io/publication/entropy/ + Sun, 10 May 2020 13:22:17 +0200 + https://frankschae.github.io/publication/entropy/ + + + + + F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017) + https://frankschae.github.io/publication/jphysb/ + Sun, 10 May 2020 13:22:11 +0200 + https://frankschae.github.io/publication/jphysb/ + + + + + F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019) + https://frankschae.github.io/publication/pre99/ + Sun, 10 May 2020 13:14:56 +0200 + https://frankschae.github.io/publication/pre99/ + + + + + diff --git a/publication-type/2/page/1/index.html b/publication-type/2/page/1/index.html new file mode 100644 index 0000000..8b004fc --- /dev/null +++ b/publication-type/2/page/1/index.html @@ -0,0 +1 @@ +https://frankschae.github.io/publication-type/2/ \ No newline at end of file diff --git a/publication/entropy/index.html b/publication/entropy/index.html new file mode 100644 index 0000000..a775fe0 --- /dev/null +++ b/publication/entropy/index.html @@ -0,0 +1,1078 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020) | FS + + + + + + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + + + + + +
+

F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020)

+ + + + + + + +
+ + + + + + + + + + + May 2020 + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + + + + PDF + + + + + + + + + + + + + + + + + + +
+ + + +
+ + + +
+ + +

Abstract

+

We examine the spectral structure and many-body dynamics of two and three repulsively interacting bosons trapped in a one-dimensional double-well, for variable barrier height, inter-particle interaction strength, and initial conditions. By exact diagonalization of the many-particle Hamiltonian, we specifically explore the dynamical behavior of the particles launched either at the single-particle ground state or saddle-point energy, in a time-independent potential. We complement these results by a characterization of the cross-over from diabatic to quasi-adiabatic evolution under finite-time switching of the potential barrier, via the associated time evolution of a single particle’s von Neumann entropy. This is achieved with the help of the multiconfigurational time-dependent Hartree method for indistinguishable particles (MCTDH-X)—which also allows us to extrapolate our results for increasing particle numbers.

+ + + +
+
+
+
+
Type
+
+ + + + Journal article + + +
+
+
+
+
+
+ + + +
+
+
+
+
Publication
+
Spectral Structure and Many-Body Dynamics of Ultracold Bosons in a Double-Well
+
+
+
+
+
+ + +
+ +
+ + + + + + + +
+ + Bosonic systems + + Exact Diagonalization + + MCTDH-X + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + Frank Schäfer + + +
+
Frank Schäfer
+
PhD candidate in Physics
+

My research interests include distributed robotics, mobile computing and programmable matter.

+ + +
+
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+ + +
+ + + + + + + diff --git a/publication/index.html b/publication/index.html new file mode 100644 index 0000000..f42097e --- /dev/null +++ b/publication/index.html @@ -0,0 +1,1016 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Publications | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Publications

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+ + + + + + + + + + (2020). + E. Greplova, A. Valenti, G. Boschung, F. Schäfer, N. Lörch, and S. Huber, New J. Phys. 22, 045003 (2020). + Unsupervised identification of topological phase transitions using predictive models. + +

+ + + + + + + + + + + + + + + + PDF + + + + + + + + + + + + + + + + + +

+ + + +
+ + +
+ + + + + + + +
+ +
+ + + + + + + + + + (2020). + F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020). + Spectral Structure and Many-Body Dynamics of Ultracold Bosons in a Double-Well. + +

+ + + + + + + + + + + + + + + + PDF + + + + + + + + + + + + + + + + + +

+ + + +
+ + +
+ + + + + + + +
+ +
+ + + + + + + + + + (2020). + F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017). + Cooperative scattering of scalar waves by optimized configurations of point scatterers. + +

+ + + + + + + + + + + + + + + + PDF + + + + + + + + + + + + + + + + + +

+ + + +
+ + +
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+ +
+ + + + + + + + + + (2020). + F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019). + Vector field divergence of predictive model output as indication of phase transitions. + +

+ + + + + + + + + + + + + + + + PDF + + + + + + + + + + + Code + + + + + + + + + + + + + + +

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+ + + + + + + diff --git a/publication/index.xml b/publication/index.xml new file mode 100644 index 0000000..a6ab5ce --- /dev/null +++ b/publication/index.xml @@ -0,0 +1,48 @@ + + + + Publications | FS + https://frankschae.github.io/publication/ + + Publications + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:22:24 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + Publications + https://frankschae.github.io/publication/ + + + + E. Greplova, A. Valenti, G. Boschung, F. Schäfer, N. Lörch, and S. Huber, New J. Phys. 22, 045003 (2020) + https://frankschae.github.io/publication/njp/ + Sun, 10 May 2020 13:22:24 +0200 + https://frankschae.github.io/publication/njp/ + + + + + F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020) + https://frankschae.github.io/publication/entropy/ + Sun, 10 May 2020 13:22:17 +0200 + https://frankschae.github.io/publication/entropy/ + + + + + F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017) + https://frankschae.github.io/publication/jphysb/ + Sun, 10 May 2020 13:22:11 +0200 + https://frankschae.github.io/publication/jphysb/ + + + + + F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019) + https://frankschae.github.io/publication/pre99/ + Sun, 10 May 2020 13:14:56 +0200 + https://frankschae.github.io/publication/pre99/ + + + + + diff --git a/publication/jphysb/index.html b/publication/jphysb/index.html new file mode 100644 index 0000000..647adfe --- /dev/null +++ b/publication/jphysb/index.html @@ -0,0 +1,1076 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017) | FS + + + + + + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + + + + + +
+

F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017)

+ + + + + + + +
+ + + + + + + + + + + May 2020 + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + + + + PDF + + + + + + + + + + + + + + + + + + +
+ + + +
+ + + +
+ + +

Abstract

+

We investigate multiple scattering of scalar waves by an ensemble of N resonant point scatterers in three dimensions. For up to N = 21 scatterers, we numerically optimize the positions of the individual scatterers, to maximize the total scattering cross section for an incoming plane wave, on the one hand, and to minimize the decay rate associated to a long-lived scattering resonance, on the other. In both cases, the optimum is achieved by configurations where all scatterers are placed on a line parallel to the direction of the incoming plane wave. The associated maximal scattering cross section increases quadratically with the number of scatterers for large N, whereas the minimal decay rate—which is realized by configurations that are not the same as those that maximize the scattering cross section—decreases exponentially as a function of N. Finally, we also analyze the stability of our optimized configurations with respect to small random displacements of the scatterers. These results demonstrate that optimized configurations of scatterers bear a considerable potential for applications such as quantum memories or mirrors consisting of only a few atoms.

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Publication
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Cooperative scattering of scalar waves by optimized configurations of point scatterers
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+ +
+ + + + + + + +
+ + multiple scattering + + numerical optimization + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + Frank Schäfer + + +
+
Frank Schäfer
+
PhD candidate in Physics
+

My research interests include distributed robotics, mobile computing and programmable matter.

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+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/publication/njp/index.html b/publication/njp/index.html new file mode 100644 index 0000000..5437d40 --- /dev/null +++ b/publication/njp/index.html @@ -0,0 +1,1068 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + E. Greplova, A. Valenti, G. Boschung, F. Schäfer, N. Lörch, and S. Huber, New J. Phys. 22, 045003 (2020) | FS + + + + + + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + + + + + +
+

E. Greplova, A. Valenti, G. Boschung, F. Schäfer, N. Lörch, and S. Huber, New J. Phys. 22, 045003 (2020)

+ + + + + + + +
+ + + + + + + + + + + May 2020 + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + + + + PDF + + + + + + + + + + + + + + + + + + +
+ + + +
+ + + +
+ + +

Abstract

+

Machine-learning driven models have proven to be powerful tools for the identification of phases of matter. In particular, unsupervised methods hold the promise to help discover new phases of matter without the need for any prior theoretical knowledge. While for phases characterized by a broken symmetry, the use of unsupervised methods has proven to be successful, topological phases without a local order parameter seem to be much harder to identify without supervision. Here, we use an unsupervised approach to identify boundaries of the topological phases. We train artificial neural nets to relate configurational data or measurement outcomes to quantities like temperature or tuning parameters in the Hamiltonian. The accuracy of these predictive models can then serve as an indicator for phase transitions. We successfully illustrate this approach on both the classical Ising gauge theory as well as on the quantum ground state of a generalized toric code.

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Type
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Publication
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Unsupervised identification of topological phase transitions using predictive models
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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + Frank Schäfer + + +
+
Frank Schäfer
+
PhD candidate in Physics
+

My research interests include distributed robotics, mobile computing and programmable matter.

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+
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+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/publication/pre99/index.html b/publication/pre99/index.html new file mode 100644 index 0000000..10e1de6 --- /dev/null +++ b/publication/pre99/index.html @@ -0,0 +1,1084 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019) | FS + + + + + + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + + + + + +
+

F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019)

+ + + + + + + +
+ + + + + + + + + + + May 2020 + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + +
+ + + + + + + + + + + + + + + + + + PDF + + + + + + + + + + + Code + + + + + + + + + + + + + + + +
+ + + +
+ + + +
+ + +

Abstract

+

We introduce an alternative method to identify phase boundaries in physical systems. It is based on training a predictive model such as a neural network to infer a physical system’s parameters from its state. The deviation of the inferred parameters from the underlying correct parameters will be most susceptible and diverge maximally in the vicinity of phase boundaries. Therefore, peaks in the vector field divergence of the model’s predictions are used as indication of phase transitions. Our method is applicable for phase diagrams of arbitrary parameter dimension and without prior information about the phases. Application to both the two-dimensional Ising model and the dissipative Kuramoto-Hopf model show promising results.

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Type
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+
+ + + +
+
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+
Publication
+
Vector field divergence of predictive model output as indication of phase transitions
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+
+
+
+
+ + +
+ +
+ + + + + + + +
+ + Machine Learning + + Phase Transitions + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + Frank Schäfer + + +
+
Frank Schäfer
+
PhD candidate in Physics
+

My research interests include distributed robotics, mobile computing and programmable matter.

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+ + + + + + + diff --git a/publication_types/index.html b/publication_types/index.html new file mode 100644 index 0000000..1751055 --- /dev/null +++ b/publication_types/index.html @@ -0,0 +1,708 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Publication_types | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Publication_types

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2

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+

Bosonic systems

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+

F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020)

+
+ + We examine the spectral structure and many-body dynamics of two and three repulsively interacting bosons trapped in a one-dimensional double-well, for variable barrier height, inter-particle interaction strength, and initial conditions. By exact … + +
+
+ + + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/tag/bosonic-systems/index.xml b/tag/bosonic-systems/index.xml new file mode 100644 index 0000000..d354c6e --- /dev/null +++ b/tag/bosonic-systems/index.xml @@ -0,0 +1,24 @@ + + + + Bosonic systems | FS + https://frankschae.github.io/tag/bosonic-systems/ + + Bosonic systems + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:22:17 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + Bosonic systems + https://frankschae.github.io/tag/bosonic-systems/ + + + + F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020) + https://frankschae.github.io/publication/entropy/ + Sun, 10 May 2020 13:22:17 +0200 + https://frankschae.github.io/publication/entropy/ + + + + + diff --git a/tag/bosonic-systems/page/1/index.html b/tag/bosonic-systems/page/1/index.html new file mode 100644 index 0000000..aeed4f5 --- /dev/null +++ b/tag/bosonic-systems/page/1/index.html @@ -0,0 +1 @@ +https://frankschae.github.io/tag/bosonic-systems/ \ No newline at end of file diff --git a/tag/exact-diagonalization/index.html b/tag/exact-diagonalization/index.html new file mode 100644 index 0000000..93e8136 --- /dev/null +++ b/tag/exact-diagonalization/index.html @@ -0,0 +1,710 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Exact Diagonalization | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Exact Diagonalization

+ + + + +
+ + + +
+ + + + + + + +
+

F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020)

+
+ + We examine the spectral structure and many-body dynamics of two and three repulsively interacting bosons trapped in a one-dimensional double-well, for variable barrier height, inter-particle interaction strength, and initial conditions. By exact … + +
+
+ + + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/tag/exact-diagonalization/index.xml b/tag/exact-diagonalization/index.xml new file mode 100644 index 0000000..e4a1b21 --- /dev/null +++ b/tag/exact-diagonalization/index.xml @@ -0,0 +1,24 @@ + + + + Exact Diagonalization | FS + https://frankschae.github.io/tag/exact-diagonalization/ + + Exact Diagonalization + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:22:17 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + Exact Diagonalization + https://frankschae.github.io/tag/exact-diagonalization/ + + + + F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020) + https://frankschae.github.io/publication/entropy/ + Sun, 10 May 2020 13:22:17 +0200 + https://frankschae.github.io/publication/entropy/ + + + + + diff --git a/tag/exact-diagonalization/page/1/index.html b/tag/exact-diagonalization/page/1/index.html new file mode 100644 index 0000000..f9a45a4 --- /dev/null +++ b/tag/exact-diagonalization/page/1/index.html @@ -0,0 +1 @@ +https://frankschae.github.io/tag/exact-diagonalization/ \ No newline at end of file diff --git a/tag/machine-learning/index.html b/tag/machine-learning/index.html new file mode 100644 index 0000000..a38c76a --- /dev/null +++ b/tag/machine-learning/index.html @@ -0,0 +1,710 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Machine Learning | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Machine Learning

+ + + + +
+ + + +
+ + + + + + + +
+

F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019)

+
+ + We introduce an alternative method to identify phase boundaries in physical systems. It is based on training a predictive model such as a neural network to infer a physical system's parameters from its state. The deviation of the inferred parameters … + +
+
+ + + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/tag/machine-learning/index.xml b/tag/machine-learning/index.xml new file mode 100644 index 0000000..f205e68 --- /dev/null +++ b/tag/machine-learning/index.xml @@ -0,0 +1,24 @@ + + + + Machine Learning | FS + https://frankschae.github.io/tag/machine-learning/ + + Machine Learning + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:14:56 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + Machine Learning + https://frankschae.github.io/tag/machine-learning/ + + + + F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019) + https://frankschae.github.io/publication/pre99/ + Sun, 10 May 2020 13:14:56 +0200 + https://frankschae.github.io/publication/pre99/ + + + + + diff --git a/tag/machine-learning/page/1/index.html b/tag/machine-learning/page/1/index.html new file mode 100644 index 0000000..6c2099c --- /dev/null +++ b/tag/machine-learning/page/1/index.html @@ -0,0 +1 @@ +https://frankschae.github.io/tag/machine-learning/ \ No newline at end of file diff --git a/tag/mctdh-x/index.html b/tag/mctdh-x/index.html new file mode 100644 index 0000000..158cc3f --- /dev/null +++ b/tag/mctdh-x/index.html @@ -0,0 +1,710 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + MCTDH-X | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

MCTDH-X

+ + + + +
+ + + +
+ + + + + + + +
+

F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020)

+
+ + We examine the spectral structure and many-body dynamics of two and three repulsively interacting bosons trapped in a one-dimensional double-well, for variable barrier height, inter-particle interaction strength, and initial conditions. By exact … + +
+
+ + + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/tag/mctdh-x/index.xml b/tag/mctdh-x/index.xml new file mode 100644 index 0000000..2c7c9dc --- /dev/null +++ b/tag/mctdh-x/index.xml @@ -0,0 +1,24 @@ + + + + MCTDH-X | FS + https://frankschae.github.io/tag/mctdh-x/ + + MCTDH-X + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:22:17 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + MCTDH-X + https://frankschae.github.io/tag/mctdh-x/ + + + + F. Schäfer, M. A. Bastarrachea-Magnani, A. U. J. Lode, L. de Forges de Parny, and A. Buchleitner, Entropy 22, 382 (2020) + https://frankschae.github.io/publication/entropy/ + Sun, 10 May 2020 13:22:17 +0200 + https://frankschae.github.io/publication/entropy/ + + + + + diff --git a/tag/mctdh-x/page/1/index.html b/tag/mctdh-x/page/1/index.html new file mode 100644 index 0000000..d1d83bc --- /dev/null +++ b/tag/mctdh-x/page/1/index.html @@ -0,0 +1 @@ +https://frankschae.github.io/tag/mctdh-x/ \ No newline at end of file diff --git a/tag/multiple-scattering/index.html b/tag/multiple-scattering/index.html new file mode 100644 index 0000000..b16fdc9 --- /dev/null +++ b/tag/multiple-scattering/index.html @@ -0,0 +1,710 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + multiple scattering | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

multiple scattering

+ + + + +
+ + + +
+ + + + + + + +
+

F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017)

+
+ + We investigate multiple scattering of scalar waves by an ensemble of N resonant point scatterers in three dimensions. For up to N = 21 scatterers, we numerically optimize the positions of the individual scatterers, to maximize the total scattering … + +
+
+ + + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/tag/multiple-scattering/index.xml b/tag/multiple-scattering/index.xml new file mode 100644 index 0000000..f1b1006 --- /dev/null +++ b/tag/multiple-scattering/index.xml @@ -0,0 +1,24 @@ + + + + multiple scattering | FS + https://frankschae.github.io/tag/multiple-scattering/ + + multiple scattering + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:22:11 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + multiple scattering + https://frankschae.github.io/tag/multiple-scattering/ + + + + F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017) + https://frankschae.github.io/publication/jphysb/ + Sun, 10 May 2020 13:22:11 +0200 + https://frankschae.github.io/publication/jphysb/ + + + + + diff --git a/tag/multiple-scattering/page/1/index.html b/tag/multiple-scattering/page/1/index.html new file mode 100644 index 0000000..95fd9a2 --- /dev/null +++ b/tag/multiple-scattering/page/1/index.html @@ -0,0 +1 @@ +https://frankschae.github.io/tag/multiple-scattering/ \ No newline at end of file diff --git a/tag/numerical-optimization/index.html b/tag/numerical-optimization/index.html new file mode 100644 index 0000000..4c6e94e --- /dev/null +++ b/tag/numerical-optimization/index.html @@ -0,0 +1,710 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + numerical optimization | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

numerical optimization

+ + + + +
+ + + +
+ + + + + + + +
+

F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017)

+
+ + We investigate multiple scattering of scalar waves by an ensemble of N resonant point scatterers in three dimensions. For up to N = 21 scatterers, we numerically optimize the positions of the individual scatterers, to maximize the total scattering … + +
+
+ + + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/tag/numerical-optimization/index.xml b/tag/numerical-optimization/index.xml new file mode 100644 index 0000000..b5914a3 --- /dev/null +++ b/tag/numerical-optimization/index.xml @@ -0,0 +1,24 @@ + + + + numerical optimization | FS + https://frankschae.github.io/tag/numerical-optimization/ + + numerical optimization + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:22:11 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + numerical optimization + https://frankschae.github.io/tag/numerical-optimization/ + + + + F. Schäfer, F. Eckert and T. Wellens, J. Phys. B 50, 235502 (2017) + https://frankschae.github.io/publication/jphysb/ + Sun, 10 May 2020 13:22:11 +0200 + https://frankschae.github.io/publication/jphysb/ + + + + + diff --git a/tag/numerical-optimization/page/1/index.html b/tag/numerical-optimization/page/1/index.html new file mode 100644 index 0000000..995467b --- /dev/null +++ b/tag/numerical-optimization/page/1/index.html @@ -0,0 +1 @@ +https://frankschae.github.io/tag/numerical-optimization/ \ No newline at end of file diff --git a/tag/phase-transitions/index.html b/tag/phase-transitions/index.html new file mode 100644 index 0000000..f8a553d --- /dev/null +++ b/tag/phase-transitions/index.html @@ -0,0 +1,710 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Phase Transitions | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Phase Transitions

+ + + + +
+ + + +
+ + + + + + + +
+

F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019)

+
+ + We introduce an alternative method to identify phase boundaries in physical systems. It is based on training a predictive model such as a neural network to infer a physical system's parameters from its state. The deviation of the inferred parameters … + +
+
+ + + + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ + + + + + + diff --git a/tag/phase-transitions/index.xml b/tag/phase-transitions/index.xml new file mode 100644 index 0000000..9957a28 --- /dev/null +++ b/tag/phase-transitions/index.xml @@ -0,0 +1,24 @@ + + + + Phase Transitions | FS + https://frankschae.github.io/tag/phase-transitions/ + + Phase Transitions + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:14:56 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + Phase Transitions + https://frankschae.github.io/tag/phase-transitions/ + + + + F. Schäfer and N. Lörch, Phys. Rev. E 99, 062107 (2019) + https://frankschae.github.io/publication/pre99/ + Sun, 10 May 2020 13:14:56 +0200 + https://frankschae.github.io/publication/pre99/ + + + + + diff --git a/tag/phase-transitions/page/1/index.html b/tag/phase-transitions/page/1/index.html new file mode 100644 index 0000000..f1c9679 --- /dev/null +++ b/tag/phase-transitions/page/1/index.html @@ -0,0 +1 @@ +https://frankschae.github.io/tag/phase-transitions/ \ No newline at end of file diff --git a/tags/index.html b/tags/index.html new file mode 100644 index 0000000..a92505d --- /dev/null +++ b/tags/index.html @@ -0,0 +1,768 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Tags | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Tags

+ + + + +
+ + + +
+ + + + + + + +
+

Bosonic systems

+
+ +
+
+ + + + + + + + + +
+

MCTDH-X

+
+ +
+
+ + + + + + + + + + + + + + +
+

Machine Learning

+
+ +
+
+ + + + +
+

Phase Transitions

+
+ +
+
+ + + + +
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+ + +
+ + + + + + + diff --git a/tags/index.xml b/tags/index.xml new file mode 100644 index 0000000..70e45d2 --- /dev/null +++ b/tags/index.xml @@ -0,0 +1,16 @@ + + + + Tags | FS + https://frankschae.github.io/tags/ + + Tags + Source Themes Academic (https://sourcethemes.com/academic/)en-usSun, 10 May 2020 13:22:17 +0200 + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + Tags + https://frankschae.github.io/tags/ + + + + diff --git a/tags/page/1/index.html b/tags/page/1/index.html new file mode 100644 index 0000000..fbed564 --- /dev/null +++ b/tags/page/1/index.html @@ -0,0 +1 @@ +https://frankschae.github.io/tags/ \ No newline at end of file diff --git a/talk/index.html b/talk/index.html new file mode 100644 index 0000000..0f4b893 --- /dev/null +++ b/talk/index.html @@ -0,0 +1,701 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Recent & Upcoming Talks | FS + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Recent & Upcoming Talks

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+ + + + + + + diff --git a/talk/index.xml b/talk/index.xml new file mode 100644 index 0000000..919ed2c --- /dev/null +++ b/talk/index.xml @@ -0,0 +1,16 @@ + + + + Recent & Upcoming Talks | FS + https://frankschae.github.io/talk/ + + Recent & Upcoming Talks + Source Themes Academic (https://sourcethemes.com/academic/)en-us + + https://frankschae.github.io/images/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png + Recent & Upcoming Talks + https://frankschae.github.io/talk/ + + + +