CLRe: A Synergistic Dual‐Engine Framework for One‐Step Retrosynthesis Prediction
CLRe uses a contrastive difficulty score to order pretrained seq2seq fine‐tuning for retrosynthesis. Reaction embeddings define the ranking score, and a cumulative easy‐to‐hard schedule expands from the easiest subset to the full training set while earlier examples remain active.
Tianhao Su +5 more
wiley +1 more source
Surface Observables, 2-Knot Invariants, and Nonabelian Electric Fluxes. [PDF]
Cattaneo AS.
europepmc +1 more source
Artificial Intelligence‐Driven Inverse Design of Singlet Fission Candidates in the Acene family
In this work, we describe an AI‐driven inverse design platform predicting S1 and T1 energies across acenes with high accuracy. Using Hammett σ constants as descriptors and RNN models coupled with optimization algorithms, it efficiently explores ≈1014 structures, uncovering novel SF candidates from benzene to pentacene. Freely accessible at https://alba.
Rafael G. Uceda +9 more
wiley +1 more source
Curvature-guided anisotropic noise injection for robust multimodal data processing in neuroscience and perception science. [PDF]
Wu Y, Liu H.
europepmc +1 more source
Flat Bands Induced by Non‐Collinear Antiferromagnetism in CoBi2Te4
Flat bands emerge at the edges of intrinsically non‐collinear antiferromagnetic CoBi2Te4 two‐septuple layers through the interplay of spin–orbit coupling–driven band inversion and non‐collinear antiferromagnetism, uncovering a previously unexplored mechanism for flat‐band formation and opening new opportunities for strongly correlated quantum states ...
Ziyuan Zhao +4 more
wiley +1 more source
A New Feature Set for Texture-Based Classification of Remotely Sensed Images in a Quantum Framework. [PDF]
Pai AG +3 more
europepmc +1 more source
Phantom-Free Geometric Refinement for Industrial CBCT Using Physical Constraints and a Normalized Low-Rank Projection Prior. [PDF]
Sun Y, Bian X, Konyakhin IA, Cui J.
europepmc +1 more source
Quantifying the Advantage of Vector over Scalar Magnetic Sensor Networks for Undersea Surveillance. [PDF]
Li W +4 more
europepmc +1 more source
An Impact Load History Reconstruction Method for Composite Structures Based on FBG Sensing Data and the GCV Principle. [PDF]
Zeng J +6 more
europepmc +1 more source
Parameter Estimation of Microkinetic Models for Heterogeneous Catalysis. [PDF]
Ahmed MGT, Nath Roy B, Hasan MMF.
europepmc +1 more source

