Diffusion–Model–Driven Discovery of Ferroelectrics for Photocurrent Applications
We developed a diffusion model–based generative AI and high‐throughput screening framework that accelerates the discovery of photovoltaic ferroelectrics. By coupling AI driven crystal generation with machine learning and DFT screening, we identified Ca3P2 and LiCdP as new ferroelectric materials exhibiting strong polarization, feasible switching ...
Byung Chul Yeo +3 more
wiley +1 more source
Two-dimensional lead-free double perovskite ferroelastics with dynamic thermochromism. [PDF]
Su CY +7 more
europepmc +1 more source
Generative AI‐Driven Accelerated Discovery of Passivation Molecules for Perovskite Solar Cells
A generative artificial intelligence (AI) framework combining a discriminative machine learning model (SMILES‐X) and a generative language model (GPT‐2) autonomously discovers new molecular passivators for perovskite solar cells (PSCs). Through an iterative design loop, over 100 000 candidates are generated and screened, and randomly selected molecules
Adroit T. N. Fajar +7 more
wiley +1 more source
Uncovering a stable Cs<sub>2</sub>SnGeCl<sub>6</sub>-lead-free halide double perovskite for photovoltaics through integrated DFT and SCAPS-1D analysis. [PDF]
Bendjilali H +5 more
europepmc +1 more source
Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu +8 more
wiley +1 more source
Optoelectronic and photovoltaic assessment of Na<sub>2</sub>ReAlO<sub>6</sub> double perovskite: insights from DFT and SCAPS modeling. [PDF]
Kanwal S +5 more
europepmc +1 more source
The symmetry‐driven coexistence of altermagnetism and (anti)ferroelectricity in perovskites shows a strong dimensional dependence. Upon reducing the system from bulk to the two‐dimensional limit, only C‐type antiferromagnetic order retains ferroelectrically switchable altermagnetism, whereas A‐ and G‐type orders become conventional antiferromagnets ...
Zhou Cui +6 more
wiley +1 more source
Electronic and optical properties of lead-free K₂AgSbBr₆ double perovskite tuned by doping elements Cu⁺, Bi³⁺, and I⁻. [PDF]
Benlakhdar F +7 more
europepmc +1 more source
Ferroelectric Devices for In‐Memory and In‐Sensor Computing
Inspired by biological systems, in‐memory and in‐sensor computing overcome von Neumann bottlenecks. Ferroelectric devices can mimic synaptic functions and sense stimuli like light or force, therefore are ideal for these paradigms. This review introduces the ferroelectric devices applied for in‐memory and in‐sensor computing, covering their structures ...
Hong Fang +5 more
wiley +1 more source
Constructing an S-Scheme Heterojunction of Hematite with an Oxygen-Deficient Double Perovskite Co-Catalyst for Photoelectrochemical Water Splitting. [PDF]
Kim H +5 more
europepmc +1 more source

