Physics‐Grounded Materials Artificial Intelligence for Reliable Materials Discovery
Physics‐Grounded Materials AI (PhysMat AI) integrates physical priors, descriptors, constraints, verification, and data infrastructure into a unified full‐stack framework, enabling reliable, interpretable, and autonomous AI‐driven materials discovery.
Yuhang Wang +3 more
wiley +1 more source
Metabolic syndrome severity and the energetic cost of brain network transitions: A normative modeling study of accelerated brain aging. [PDF]
Park HS, Jeong B.
europepmc +1 more source
Stackelberg-Nash null controllability for stochastic parabolic equations [PDF]
We study a hierarchical control problem for stochastic parabolic equations involving gradient terms. We employ the Stackelberg-Nash strategy with two leaders and two followers.
Maniar, Lahcen +3 more
core
A trimodal anode architecture spatially regulates silicon clusters within confined interstitial environments formed by graphite and contorted hexabenzocoronene. This confinement suppresses silicon aggregation and localized stress while enabling efficient Li‐ion transport, achieving high‐capacity, stable lithium‐ion batteries.
Jeongmi Joo +11 more
wiley +1 more source
Attitudinal and Behavioral Inference in Social Influence: A Process Model of Direct and Indirect Judgments and Decisions. [PDF]
Zhou Y, Albarracín D.
europepmc +1 more source
Fiber‐Based Wearable Electronics as Adaptive Biointerfaces for Healthcare Applications
Fiber‐based wearable electronics have been extensively studied as adaptive healthcare biointerfaces. In this review, we classify and introduce fiber‐based systems according to biointerface design, conductive materials, transduction mechanisms, and healthcare applications, and provide a perspective on their translation toward reliable, continuous ...
Sangwoo Hong +5 more
wiley +1 more source
A Data-Driven Closed-Loop Control Approach to Drive Neural State Transitions for Mechanistic Insight. [PDF]
Emonds N +8 more
europepmc +1 more source
The null boundary controllability for semilinear heat equations
Guo, Yung-Jen; Littman, Walter. (1993). The null boundary controllability for semilinear heat equations.
Guo, Yung-Jen, Littman, Walter
core
Axial power distribution control in pressurized water reactors based on flow rate regulation based on distributed parameters method. [PDF]
Duan Q, Yang M, Chen S, Li H, Xie H.
europepmc +1 more source
Controllability changes pain perception by increasing the precision of expectations. [PDF]
Habermann M, Büchel C.
europepmc +1 more source

