Latest Research in Chemical Synthesis and Analysis

11 research papers · 2026 median publication year

Top Research Topics in Chemical Synthesis and Analysis

Highest-Cited Papers

  1. The Synthesizability Gap Has Moved: Route Existence Is Not Chemistry
  2. Search at the Cost of Sampling: Nearly-Instant Latent Space Bayesian Optimization
  3. QALPA: Property-guided diffusion modeling for efficient exploration of chemical spaces of flexible molecules
  4. Active Learning Enables Generation of Molecules that Advance the Known Pareto Front
  5. LLM-Guided Dynamic Action Spaces for Synthesizable Molecular Optimization
  6. Fraglingo: Molecular Design via Attachment-Aware Autoregressive Fragment Generation
  7. Multi-objective optimization in the context of generative chemistry
  8. Hydration water dynamics in amyloid-β aggregates using deuterium and oxygen-17 solid-state NMR spectroscopy
  9. Elite-Weighted Supervised Fine-tuning for Goal-Directed Molecular Optimization
  10. Discrete Compositional Generation via General Soft Operators and Robust Reinforcement Learning
  11. Grouper: symmetry-aware functional-group graph representations for generative exploration of chemical space
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L3 Region - - 2026 Sep Q3
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