Zhang, Dashan;Tian, Ting;Guo, Yu;Zhang, Jikai;An, Junwei;Hui, Jia;Shi, Yongzheng;Müller‐Buschbaum, Peter;Yang, Shubin;Li, Bin
Interface‐Compatible Deep Eutectic Polymer Electrolytes for High‐Voltage Solid‐State Lithium Metal Batteries
Advanced Functional Materials
2025
36
23

Huber, Linus F.;Vagias, Apostolos;Tu, Suo;Tian, Ting;Spanier, Lukas V.;Jin, Zhaonan;Le Dû, Morgan P.;Li, Lixing;Bernstorff, Sigrid;Müller‐Buschbaum, Peter
Thermoelectric Performance and Morphological Stability of Thin Titania: Carbon Black Hybrid Films Against Humidity and Light Irradiation
Advanced Energy and Sustainability Research
2025
7
3

Gryc, David;Banerjee, Pritam;Duarte, Felipe Jacques Lima;Jinschek, Joerg R.;Murugesan, Premkumar;Rezaei, Babak;Keller, Stephan Sylvest;Fischer, Roland A.;Hussain, Mian Zahid
Bayesian Exploration of Metal‐Organic Framework‐Derived Nanocomposites for High‐Performance Supercapacitors
Advanced Intelligent Discovery
2025

Chong, Sanggyu; Bigi, Filippo; Grasselli, Federico; Loche, Philip; Kellner, Matthias; Ceriotti, Michele
Prediction rigidities for data-driven chemistry
Faraday Discussions
2025
256
322-344

Loche, Philip; Kanduč, Matej; Schneck, Emanuel; Netz, Roland R.
Water cavitation results from the kinetic competition of bulk, surface, and surface-defect nucleation events
Physics of Fluids
2025
37
2

Loche, Philip; Huguenin-Dumittan, Kevin K.; Honarmand, Melika; Xu, Qianjun; Rumiantsev, Egor; How, Wei Bin; Langer, Marcel F.; Ceriotti, Michele
Fast and flexible long-range models for atomistic machine learning
The Journal of Chemical Physics
2025
162
14

Becker, Maximilian R.; Netz, Roland R.; Loche, Philip; Bonthuis, Douwe Jan; Mouhanna, Dominique; Berthoumieux, Hélène
Dielectric Properties of Aqueous Electrolytes at the Nanoscale
Physical Review Letters
2025
134
15

Rumiantsev, Egor; Langer, Marcel F.; Sodjargal, Tulga-Erdene; Ceriotti, Michele; Loche, Philip
Learning Long-Range Representations with Equivariant Messages
arXiv:2507.19382
2025

Mazitov, Arslan; Bigi, Filippo; Kellner, Matthias; Pegolo, Paolo; Tisi, Davide; Fraux, Guillaume; Pozdnyakov, Sergey; Loche, Philip; Ceriotti, Michele
PET-MAD as a lightweight universal interatomic potential for advanced materials modeling
Nature Communications
2025
16
1

Stärk, Philipp; Stooß, Henrik; Loche, Philip; Bonthuis, Douwe Jan; Netz, Roland R.; Schlaich, Alexander
Static Dielectric Permittivity Profiles and Coarse-graining Approaches for Water in Graphene Slit Pores
arXiv:2512.07548
2025