Philippe Schwaller

机构：Institute of Catalysis and Petrochemistry, Beijing Academy of Artificial Intelligence, Formation Continue UNIL-EPFL, IBM Research - Zurich, NCCR Chemical Biology - Visualisation and Control of Biological Processes Using Chemistry, Artificial Intelligence Research Institute, Centre d'Imagerie BioMedicale, Artificial Intelligence in Medicine (Canada), École Polytechnique Fédérale de Lausanne · ORCID：0000-0003-3046-6576

发表论文 227 篇 · 总被引 9126 次 · h-index 33

代表论文

• The rise of generative AI for metal-organic framework design and synthesis (2026 · Matter · 被引 13)
• Ligand-Modulated Release of Copper Active Sites Extends Ethylene Production in CO 2 Electroreduction (2026 · Journal of the American Chemical Society · 被引 11)
• Chemical reasoning in LLMs unlocks strategy-aware synthesis planning and reaction mechanism elucidation (2026 · Matter · 被引 5)
• Sample-efficient generative molecular design using memory manipulation (2026 · Nature Machine Intelligence · 被引 3)
• Robust out-of-distribution prediction of Buchwald–Hartwig reactions (2026 · Nature Computational Science · 被引 2)
• Strong Dipole–Dipole Interaction Promotes Electrocatalytic Acetylene Semihydrogenation over Symmetric Organo-Electrocatalysts (2026 · Journal of the American Chemical Society · 被引 1)