Julija Zavadlav

Orcid: 0000-0002-4495-9956

According to our database1, Julija Zavadlav authored at least 9 papers between 2018 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
Learning Non-Local Molecular Interactions via Equivariant Local Representations and Charge Equilibration.
CoRR, January, 2025

chemtrain: Learning deep potential models via automatic differentiation and statistical physics.
Comput. Phys. Commun., 2025

2024
JaxSGMC: Modular stochastic gradient MCMC in JAX.
SoftwareX, 2024

Predicting solvation free energies with an implicit solvent machine learning potential.
CoRR, 2024

2023
Accurate machine learning force fields via experimental and simulation data fusion.
CoRR, 2023

2022
Scalable Bayesian Uncertainty Quantification for Neural Network Potentials: Promise and Pitfalls.
CoRR, 2022

2021
Learning neural network potentials from experimental data via Differentiable Trajectory Reweighting.
CoRR, 2021

Accelerated Simulations of Molecular Systems through Learning of their Effective Dynamics.
CoRR, 2021

2018
Molecular Dynamics Simulation of High Density DNA Arrays.
Comput., 2018


  Loading...