Philippe Schwaller

Laboratory of Artificial Chemical Intelligence (LIAC), EPFL, Lausanne, Switzerland

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Scientific Discovery & Drug Design (2)

Frequent co-authors

Edvin Fako (2)Zongmin Zhang (1)Yuyang Lou (1)Bowen Zhang (1)

Papers (2)

Jun 17, 2026

4d ago·also EPFL, Platform Laboratory for Science & Technology

AdsMind: A Physics-Grounded Multi-Agent System for Self-Correcting Discovery of Adsorption Configurations on Heterogeneous Catalyst Surfaces

AdsMind achieves a staggering 100% success rate in discovering adsorption configurations while slashing computational costs by 14-fold compared to traditional methods.

Zongmin Zhang, Yuyang Lou, Bowen Zhang +6

Scientific Discovery & Drug Design

Jun 7, 2026

2w ago

On the Covalent Fields of Molecule-Surface Interactions

Treating chemical affinity as a continuous property reveals a unified explanation for previously ambiguous phenomena in molecule-surface interactions.

Edvin Fako, Philippe Schwaller