Physics + 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 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 discoveryComputer Science + Engineering + Space SystemsJul 28, 2026Evaluation Score: 62%
Exploration costs about 1.5x the battery aging for the same simulated LEO mission value
Source: AegisMind Research
Read full discoveryComputer Science + Engineering + Climate + EconomicsJul 26, 2026Evaluation Score: 71%
Physics-constrained trustworthiness metrics harden energy systems against market attacks
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryPhysics + Computer Science + EngineeringMar 18, 2026Evaluation Score: 72%
Smart label selection transforms optimization surrogates into efficient solvers
EVP available🔬 Computation performed — inconclusive
Source: AegisMind Research
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