{"id":151,"date":"2024-07-03T21:34:55","date_gmt":"2024-07-03T19:34:55","guid":{"rendered":"https:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/?page_id=151"},"modified":"2024-12-05T21:34:21","modified_gmt":"2024-12-05T20:34:21","slug":"lecture-notes","status":"publish","type":"page","link":"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/lecture-notes\/","title":{"rendered":"Lecture Notes and References"},"content":{"rendered":"\n<p><strong>Sergio Ciliberto<\/strong>, Experimental aspects of large deviations<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Lecture_FT_ciliberto.pdf\">Slides lecture 1<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/from_gedanken_to_real_experiments.pdf\">Sides lecture 2<\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Bernard Derrida<\/strong>, Current fluctuations and transport in non-equilibrium systems<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/derrida-les-houches-1.pdf\">Lecture 1<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/derrida-les-houches-2.pdf\">Lecture 2<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/derrida-les-houches-3.pdf\">Lecture 3<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/derrida-les-houches-4.pdf\">Lecture 4<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/derrida-les-houches-5.pdf\">Lecture 5<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/54249161.pdf\">Reference 1<\/a>: <em>Macroscopic fluctuation theory<\/em><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/jstat7_07_p070238.pdf\">Reference 2<\/a>: <em>Non-equilibrium steady states: fluctuations and large deviations of the density and of the current<\/em><\/li>\n<\/ul>\n\n\n\n<p><strong>Evans,<\/strong> Stochastic resetting and large deviations<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Les_Houches_Stochastic_Resetting_Notes.pdf\">Lecture notes<\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Alexander Hartmann<\/strong>, Numerical aspects of large deviations<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/les_houches_2024_motivation.pdf\">Slides<\/a><\/li>\n\n\n\n<li>Code1: <a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/mc_bernoulli-1.pdf\">mc_bernoulli.c<\/a><\/li>\n\n\n\n<li>Code2: <a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/bernoulli_direct.pdf\">bernoulli_direct.c<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/gregory-schehr\/files\/2024\/12\/numerical_aspects_hartmann.pdf\">Lecture notes<\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Pablo Hurtado<\/strong>, Large deviations and fluctuations paths<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>References on Additivity Principle for current fluctuations:\n<ul class=\"wp-block-list\">\n<li><em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/0402305.pdf\">Current fluctuations in non-equilibrium diffusive systems: an additivity principle<\/a><\/em> <\/li>\n\n\n\n<li><em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PRE-93-040103-2016.pdf\">Weak additivity principle for current statistics in d-dimensions<\/a><\/em>,<em> <a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PRE-93-040103-2016-SM.pdf\">Supp. Mat.<\/a><\/em><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PRE-95-032119-2017.pdf\"><em>Structure of the optimal path to a fluctuation<\/em><\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>References on dynamical phase transitions in open systems:\n<ul class=\"wp-block-list\">\n<li><em>Dynamical phase transitions in the current distribution of driven diffusive channels<\/em>: <a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/160906732.pdf\">Ref. 1<\/a>, <a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/171007139.pdf\">Ref. 2<\/a><\/li>\n\n\n\n<li><em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PRE-98-060102-2018.pdf\">Dynamical criticality in driven systems: non-perturbative results, microscopic origin and direct observation<\/a><\/em>, <em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PRE-98-060102-2018-SM.pdf\">Supp. Mat. <\/a><\/em><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>References on dynamical phase transitions in closed systems:\n<ul class=\"wp-block-list\">\n<li><em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/0506540.pdf\">Distribution of current in non-equilibrium diffusive systems and phase transitions<\/a><\/em><\/li>\n\n\n\n<li><em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PRL-107-180601-2011.pdf\">Spontaneous symmetry breaking at the fluctuating level<\/a><\/em><\/li>\n\n\n\n<li><em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PRE-87-032115-2013.pdf\">Dynamical phase transition for current statistics in a simple driven diffusive system<\/a><\/em><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>References on time crystals and rare events:\n<ul class=\"wp-block-list\">\n<li><em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PRL-125-160601-2020.pdf\">Building continuous time crystals from rare events<\/a><\/em><\/li>\n\n\n\n<li><em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PRE-108-014107-2023.pdf\">Spectral signatures of symmetry-breaking dynamical phase transitions<\/a><\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>Joachim Krug<\/strong>, Complexity and accessibility of random landscapes<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/gregory-schehr\/files\/2024\/07\/LesHouches.pdf\">Slides<\/a><\/li>\n\n\n\n<li>Reference 1: <em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/jstat_2024_3_034003.pdf\">Evolutionary accessibility of random and structured fitness landscapes<\/a><\/em><\/li>\n\n\n\n<li>Reference 2: <em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/deVisserKrug2014.pdf\">Empirical fitness landscapes and the predictability of evolution<\/a><\/em><\/li>\n<\/ul>\n\n\n\n<p><strong>Vivien Lecomte,<\/strong> Large deviations in active systems<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Slides-Lecture1_Large-deviations-in-Active-Matter_V-Lecomte.pdf\">Slides<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/References_Large-deviations-in-Active-Matter_V-Lecomte.pdf\">References<\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Baruch Meerson,<\/strong> Optimal fluctuation methods<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Lecture-1.-OFM-for-Brownian-motion.pdf\">Slides<\/a> lecture 1<\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Lecture-2-OFM-jumps-and-non-Markov-processes.pdf\">Slides<\/a> lecture 2<\/li>\n\n\n\n<li>Reference 1: <em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Agranov-et-al.-2020.pdf\">Airy distribution: Experiment, large deviations, and additional statistics<\/a><\/em><\/li>\n\n\n\n<li>Reference 2: <em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Meerson-and-Smith-2019.pdf\">Geometrical optics of constrained Brownian motion: three short stories <\/a><\/em><\/li>\n\n\n\n<li>Reference 3: <em><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Assaf-and-Meerson-2017.pdf\">WKB theory of large deviations in stochastic populations<\/a><\/em><\/li>\n<\/ul>\n\n\n\n<p><strong>Joachim Peinke<\/strong>, Rare events in turbulence and applications<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Peinke_Les-Houches-2024-July.pdf\">Slides<\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Valentina Ros<\/strong>, Complex Energy Landscapes<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/High-D-Random-Landscapes-Les-Houches-_compressed.pdf\">Lecture notes<\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Herbert Spohn<\/strong>, Large deviation functionals from integrable many-body systems<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/LesHouches2024.pdf\">Slides<\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Hugo Touchette<\/strong>, A general introduction to large deviation theory from a physics point of view<\/p>\n\n\n\n<p>you can find lecture notes <a href=\"https:\/\/appliedmaths.sun.ac.za\/~htouchette\/ldtcourse\/\">here<\/a><\/p>\n\n\n\n<p><strong>Eric Vanden-Eijnden<\/strong>, Stochastic dynamics, rare events, and large deviations<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Les-Houches-2024-Lect.-1.pdf\">1st Lecture<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Les-Houches-2024-Lect.-2.pdf\">2nd Lecture<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Les-Houches-2024-Lect.-3.pdf\">3rd Lecture<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Les-Houches-2024-Lect.-4.pdf\">4th Lecture<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Les-Houches-2024-Lect.-5.pdf\">5th Lecture<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/PhysRevX.13.041044.pdf\">Reference 1<\/a>: <em>Minimum-Action Method for Nonequilibrium Phase Transitions<\/em><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/chaos_ldp.pdf\">Reference 2<\/a>: <em>Numerical computation of rare events via large deviation theory<\/em><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/2309.15033v2.pdf\">Reference 3<\/a>: <em>Unveiling the Phase Diagram and Reaction Paths of the Active Model B with the Deep Minimum Action Method<\/em><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/LDP_fast_slow.pdf\">Reference 4:<\/a> <em>Large Deviations in Fast\u2013Slow Systems<\/em><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/deepMAM.pdf\">Reference 5:<\/a> <em>Computing non-equilibrium trajectories by a deep learning approach<\/em><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/MLEPR.pdf\">Reference 6: <\/a><em>Deep learning probability flows and entropy production rates in active matter<\/em><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/MLFPE.pdf\">Reference 7: <\/a><em>Probability flow solution of the Fokker\u2013Planck equation<\/em><\/li>\n<\/ul>\n\n\n\n<p><strong>Pierpaolo Vivo<\/strong>, Large deviations in random matrix theory and Coulomb gas systems<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/Les_Houches_Lecture_Notes_VIVO_V1.pdf\">Lecture notes<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/files\/2024\/07\/HandoutLesHouches_VIVO.pdf\">Handout:<\/a> a collection of reprinted papers\/frontpages <\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Sergio Ciliberto, Experimental aspects of large deviations Bernard Derrida, Current fluctuations and transport in non-equilibrium systems Evans, Stochastic resetting and large deviations Alexander Hartmann, Numerical aspects of large deviations Pablo Hurtado, Large deviations and fluctuations paths Joachim Krug, Complexity and &hellip; <a href=\"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/lecture-notes\/\">Continuer la lecture <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":26,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-151","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/wp-json\/wp\/v2\/pages\/151","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/wp-json\/wp\/v2\/comments?post=151"}],"version-history":[{"count":56,"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/wp-json\/wp\/v2\/pages\/151\/revisions"}],"predecessor-version":[{"id":298,"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/wp-json\/wp\/v2\/pages\/151\/revisions\/298"}],"wp:attachment":[{"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/leshouches2024\/wp-json\/wp\/v2\/media?parent=151"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}