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Discoveries Archive

Computer 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

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Computer Science + Physics + ChemistryOther BiomedicalAug 24, 2026Evaluation Score: 65%

Hodge Laplacian Spectral Constraints Boost Simplicial GNN Docking Predictions

EVP available

Source: AegisMind Research

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Biology + Computer Science + AIOther BiomedicalAug 21, 2026Evaluation Score: 71%

UCB outperforms Expected Improvement in mRNA sequence multi-objective optimization

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + Chemistry + Biology + QuantumOther BiomedicalAug 21, 2026Evaluation Score: 67%

Fast molecular docking via neural optimal transport and quantum optimization

EVP available🔬 Computation performed — inconclusive

Source: AegisMind Research

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Biology + Physics + Computer ScienceOther BiomedicalAug 21, 2026Evaluation Score: 69%

Tissue mechanics principles optimize mRNA sequence design globally and locally

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Physics + Computer Science + MedicineOther BiomedicalAug 21, 2026Evaluation Score: 61%

Tissue Physics Accelerates mRNA Sequence Design via Brownian Priors

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + Chemistry + MedicineOther BiomedicalAug 21, 2026Evaluation Score: 63%

Graph Neural Networks for Molecular Docking via Algebraic Connectivity Constraints

EVP available

Source: AegisMind Research

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Physics + Biology + MathematicsOther BiomedicalAug 21, 2026Evaluation Score: 64%

Tissue Physics Improves Gravitational Wave Detection from Pulsars

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + Physics + ChemistryOther BiomedicalAug 20, 2026Evaluation Score: 70%

Uncertainty-driven acquisition beats exploitation in electrolyser optimisation

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + Biology + AIOther BiomedicalAug 17, 2026Evaluation Score: 68%

Symbolic ODE Discovery Recovers Hidden Regulatory Logic in Single Cells

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Biology + Physics + MedicineOther BiomedicalAug 15, 2026Evaluation Score: 64%

Crowded cells rescue enzyme activity via nanoscale biomolecular hotspots

EVP available

Source: AegisMind Research

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Materials + 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

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Materials + 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

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Computer 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

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Physics + Materials + ChemistryOther BiomedicalAug 12, 2026Evaluation Score: 65%

Millisecond photothermal sintering controls lithium battery cathode crystallinity

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Physics + Chemistry + Materials + Computer Science + EngineeringOther BiomedicalAug 8, 2026Evaluation Score: 72%

Grammar-based symbolic regression discovers thermodynamically sound redox-flow battery electrolytes

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Materials + 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

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Materials + Computer Science + Chemistry + PhysicsOther BiomedicalAug 7, 2026Evaluation Score: 64%

Multi-agent systems predict catalyst surface reconstruction failures via coalition equilibria

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Biology + Physics + Computer ScienceOther BiomedicalAug 4, 2026Evaluation Score: 64%

Neural Control Synchronizes Tissue Motion via Dual-Pathway Learning Architecture

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Quantum + Computer Science + Chemistry + Drug Discovery + Structural BiologyOther BiomedicalAug 2, 2026Evaluation Score: 67%

Quantum-Classical Hybrid Systems Unlock Protein Folding via Power-Law Scaling Laws

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + Biology + MedicineOther BiomedicalAug 1, 2026Evaluation Score: 61%

Blockchain-Verified Agentic AI Reduces Hallucinations in Single-Cell Genomics

EVP available

Source: AegisMind Research

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AI + Biology + Computer ScienceOther BiomedicalAug 1, 2026Evaluation Score: 75%

Neuro-symbolic compliance monitors reduce false positives in rare gene discovery

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + Biology + Machine LearningOther BiomedicalAug 1, 2026Evaluation Score: 69%

Floating-Point Precision Limits Attention Interpretability in Single-Cell Models

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Physics + Economics + Biology + MathematicsOther BiomedicalJul 29, 2026Evaluation Score: 60%

Tissue Mechanics and Market Instability: A Non-Equilibrium Bridge

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + Economics + Chemistry + EngineeringOther BiomedicalJul 29, 2026Evaluation Score: 62%

AI-optimized hydrogen systems with real-world water chemistry constraints

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Neuroscience + Computer Science + Biology + MathematicsOther BiomedicalJul 28, 2026Evaluation Score: 68%

Spike-constrained neural control synchronizes network topology with robustness

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + Physics + BiologyOther BiomedicalJul 27, 2026Evaluation Score: 72%

AI-Controlled Cell Tension Prevents Tissue Jamming via Persistent Motion

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Biology + Computer ScienceOther BiomedicalJul 26, 2026Evaluation Score: 69%

AI reveals tissue-wide gene regulation patterns hidden in single cells

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Materials + Physics + Chemistry + Computer ScienceOther BiomedicalJul 26, 2026Evaluation Score: 77%

Chemical order tunes CO2 hydrogenation selectivity in multi-element alloys

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Physics + Biology + QuantumOther BiomedicalJun 19, 2026Evaluation Score: 71%

Living tissues harness quantum effects for biological energy storage

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Biology + Physics + MathematicsOther BiomedicalMay 3, 2026Evaluation Score: 71%

Persistent Brownian Motion Optimization Accelerates Tissue Regeneration

EVP available

Source: AegisMind Research

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Biology + Physics + Computer ScienceOther BiomedicalMay 1, 2026Evaluation Score: 73%

Machine Learning Predicts Active Tissue Dynamics from Gene Expression

EVP available

Source: AegisMind Research

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Physics + Biology + Quantum + MathematicsOther BiomedicalApr 30, 2026Evaluation Score: 70%

Quantum Ergodicity Signatures Unified Across Physics and Biology

EVP available

Source: AegisMind Research

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Computer Science + Physics + BiologyOther BiomedicalApr 22, 2026Evaluation Score: 71%

Spectral Matrix Interpolation Predicts Collective Behavior in Living Tissues

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Physics + Chemistry + Computer ScienceOther BiomedicalApr 10, 2026Evaluation Score: 74%

Quantum proton effects in hydrogen superconductors via measurement algorithms

EVP available

Source: AegisMind Research

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Materials + Physics + Chemistry + Sustainability + EngineeringOther BiomedicalApr 8, 2026Evaluation Score: 71%

Solar hydrogen production waste streams prevent industrial material failure

EVP available

Source: AegisMind Research

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Physics + Chemistry + Computer ScienceOther BiomedicalApr 8, 2026Evaluation Score: 72%

Quantum algorithms boost superconductor critical temperature predictions

EVP available

Source: AegisMind Research

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Computer Science + BiologyOther BiomedicalMar 12, 2026Evaluation Score: 73%

LLMs Dynamically Tune Evolution for Better mRNA Design

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Physics + Computer Science + Materials + MedicineOther BiomedicalMar 10, 2026Evaluation Score: 68%

Neural surrogates accelerate structural design by learning tissue mechanics

EVP available

Source: AegisMind Research

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