Huang, Shenglin;He, Zequn;Dirr, Nicolas;Zimmer, Johannes;Reina, Celia
Statistical-Physics-Informed Neural Networks (Stat-PINNs): A Machine Learning Strategy for Coarse-graining Dissipative Dynamics
2023

Huang, Shenglin;He, Zequn;Dirr, Nicolas;Zimmer, Johannes;Reina, Celia
Statistical-Physics-Informed Neural Networks (Stat-PINNs): A Machine Learning Strategy for Coarse-graining Dissipative Dynamics
2023

Brokate, Martin;Zimmer, Johannes;Lindemann, Florian
Analysis 1
Springer Spektrum
2023

Zimmer, Johannes
On fluctuations in particle systems and their links to macroscopic models
Oberwolfach Rep.
2020
17
2/3
1421--1424

Zimmer, Johannes
On fluctuations in Markov chains
Oberwolfach Reports
2017
14
4
3242--3245

Zimmer, Johannes
From particles to a conservation law: large deviations for the totally asymmetric exclusion process on the half line
Oberwolfach Rep.
2014
11
4
3188--3190

Zimmer, Johannes
From simple particle models to GENERIC
Oberwolfach Rep.
2013
10
4
3182--3184

Zimmer, Johannes
A variational approach to the Hamiltonian boundary value problem: existence and approximation
Oberwolfach Rep.
2010
7
1
792--794

Zimmer, Johannes
Travelling waves in atomistic chains and kinetic relations
Oberwolfach Rep.
2008
5
2
1092--1094

Zimmer, Johannes
Travelling waves in atomic models for phase-transforming materials and kinetic relations
Oberwolfach Rep.
2007
4
2
1642--1645