news

Aug 28, 2026 Our paper titled “Automated transition state generation for mechanistic exploration in organic synthesis” has been published on Nature Communications.
Aug 14, 2026 Our paper titled “Controllable molecular graph generation from natural-language chemical constraints” has submitted to ChemRxiv.
Jul 03, 2026 Our paper titled “Stereoelectronic-aware catalyst embeddings from 2D graphs via 2D–3D multi-view alignment” has been published on Digital Discovery.
Apr 29, 2026 Our paper titled “Transforming Molecular Synthesis With Large Language Models” has been published on Chemistry – A European Journal.
Feb 22, 2026 We submitted a preprint titled “Stereoelectronic-aware catalyst embeddings from 2D graphs via 2D-3D multi-view alignment” to ChemRxiv.
Jan 28, 2026 We submitted a preprint titled “A unified framework for automated transition state generation to accelerate mechanistic exploration in organic synthesis” to ChemRxiv.
Jan 07, 2026 We submitted a preprint titled “A Pre-trained Reaction Embedding Descriptor Capturing Bond Transformation Patterns” to arXiv.
Aug 19, 2025 Our paper titled “A unified pre-trained deep learning framework for cross-task reaction performance prediction and synthesis planning” has been published on Nature Machine Intelligence.
Jul 02, 2025 We submitted a preprint titled “A unified pre-trained deep learning framework for cross-task reaction performance prediction and synthesis planning” to ResearchSquare.