Physics + Computer Science + Chemistry + MaterialsOther BiomedicalOct 4, 2026Evaluation Score: 74%
Cluster-Based Atom Selection Accelerates Molecular Hessian Computation
EVP available
Source: AegisMind Research
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Computer Science + Chemistry + Physics + MaterialsOther BiomedicalSep 28, 2026Evaluation Score: 81%
SMT Solvers Tame LLM Hallucinations in Crystal Composition Design
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + Chemistry + MedicineOther BiomedicalAug 30, 2026Evaluation Score: 78%
What is computed from the poses, not how hard they are searched, limits SARS-CoV-2 Mpro virtual screening
EVP available🔬 Docking / simulation performed
Source: AegisMind Research
Read full discoveryComputer Science + Physics + ChemistryOther BiomedicalAug 24, 2026Evaluation Score: 65%
Hodge Laplacian Spectral Constraints Boost Simplicial GNN Docking Predictions
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + Chemistry + MedicineOther BiomedicalAug 21, 2026Evaluation Score: 63%
Graph Neural Networks for Molecular Docking via Algebraic Connectivity Constraints
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + Physics + ChemistryOther BiomedicalAug 20, 2026Evaluation Score: 70%
Uncertainty-driven acquisition beats exploitation in electrolyser optimisation
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryMaterials + Computer Science + Physics + ChemistryOther BiomedicalAug 15, 2026Evaluation Score: 67%
Graph-structured Hamiltonian bias accelerates alloy property search
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryMaterials + Computer Science + Chemistry + AIOther BiomedicalAug 15, 2026Evaluation Score: 64%
Entropy-gated Hamiltonian learning for efficient alloy catalyst discovery
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryComputer Science + Chemistry + Materials + AIOther BiomedicalAug 15, 2026Evaluation Score: 70%
Heterogeneity biomarkers predict when entropy-weighted reinforcement learning accelerates catalyst discovery
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryPhysics + Materials + ChemistryOther BiomedicalAug 12, 2026Evaluation Score: 64%
Millisecond photothermal sintering controls lithium battery cathode crystallinity
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryPhysics + Chemistry + Materials + Computer Science + EngineeringOther BiomedicalAug 8, 2026Evaluation Score: 69%
Grammar-based symbolic regression discovers thermodynamically sound redox-flow battery electrolytes
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryMaterials + Chemistry + Computer Science + ClimateOther BiomedicalAug 8, 2026Evaluation Score: 64%
Dynamic metasurfaces cut solar-to-fuel carbon by 30% via grid-responsive optimization
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + Chemistry + Medicine + Quantum + BiologyAntimicrobial ResistanceAug 7, 2026Refuted by computation
Quantum machine learning predicts antimicrobial peptide potency against resistant pathogens
EVP available✗ Computationally refuted
Source: AegisMind Research
Read full discoveryComputer Science + Economics + Chemistry + EngineeringOther BiomedicalJul 29, 2026Evaluation Score: 69%
AI-optimized hydrogen systems with real-world water chemistry constraints
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryMaterials + Physics + Chemistry + Computer ScienceOther BiomedicalJul 26, 2026Evaluation Score: 69%
Chemical order tunes CO2 hydrogenation selectivity in multi-element alloys
EVP available🧪 Numerically verified
Source: AegisMind Research
Read full discoveryBiology + Medicine + Physics + ChemistryAntimicrobial ResistanceApr 22, 2026Evaluation Score: 64%
Cardiolipin-selective protonophores: resistance-proof antibiotics by design
EVP available
Source: AegisMind Research
Read full discoveryPhysics + Chemistry + Computer ScienceOther BiomedicalApr 8, 2026Evaluation Score: 72%
Quantum algorithms boost superconductor critical temperature predictions
EVP available
Source: AegisMind Research
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