SpaMode introduces a versatile framework for spatial multi‐omics integration across vertical, horizontal, and mosaic scenarios. By disentangling modality‐invariant and variant features through a mixture‐of‐experts mechanism, it adaptively reconfigures spatially heterogeneous signals.
Xubin Zheng +6 more
wiley +1 more source
Mathematical problem solving : a focus on metacognition
The main purpose of the study that forms the basis of this dissertation is to understand the role of metacognition in mathematical problem solving among a group of secondary one students in a Singapore secondary school.
Yeap, Ban Har.
core
The relationship between intellectual curiosity and adolescents' mathematical problem-solving ability: A moderated mediation model. [PDF]
Wang Y, Zhou L, Xie B, Wang L, Jin H.
europepmc +1 more source
Decoding Spatial Heterogeneity and Multi‐Omics Regulation with Hierarchical Graph Learning
ABSTRACT Recent advances in spatial multi‐omics technologies have enabled the simultaneous profiling of multiple molecular layers within the same tissue slice, providing unprecedented opportunities to investigate tissue spatial organization. However, most existing computational methods identify spatial domains in a purely data‐driven manner, rarely ...
Jiazhou Chen +6 more
wiley +1 more source
A Data‐Driven Inverse Design Methodology for Magnetic Soft Millirobots Navigating in Confined Spaces
A data‐efficient inverse design framework automates the optimization of magnetic soft millirobots for confined‐space navigation. Integrating a physics‐based Cosserat rod model with Bayesian optimization efficiently identifies high‐performance geometries.
Ziyu Ren +5 more
wiley +1 more source
Reformulations of mathematical programming problems as linear complementarity problems
A family of complementarity problems are defined as extensions of the well known Linear Complementarity Problem (LCP). These are (i.) Second Linear Complementarity Problem (SLCP) which is an LCP extended by introducing further equality restrictions and ...
Mitra, G, Judice, JJ
core
Beyond personality traits: a motivation-self-regulation model of mathematical problem-solving through self-efficacy and mathematical thinking. [PDF]
Wang J, Guo L.
europepmc +1 more source
An interpretable machine learning framework integrating SHAP and PDP analysis identifies critical design descriptors from 139 physicochemical features for Nb─Si alloys. The framework achieves <7% prediction error and guides the discovery of Nb38.5Ti38.5Si3Zr18V2 alloy with 22.791 MPa·m1/2 fracture toughness, breaking the 20 MPa·m1/2 barrier.
Dezhi Chen +7 more
wiley +1 more source
Thinking mathematically : a framework for developing positive attitudes amongst undergraduates [PDF]
This thesis tests the hypothesis that problem-solving activities caused positive changes in students attitudes towards mathematics. A pilot test, carried out in a problem-solving course at the University of Warwick, tested possible questions that would
Mohammad Yusof, Yudariah Bt.
core
The effect of family economy on mathematical problem-solving in fourth graders: the mediation of parental accompaniment and family book collection. [PDF]
Yang Y, Zhang N, Zhang Q.
europepmc +1 more source

