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Predictive Inorganic Synthesis based on Machine Learning using Small Data sets: a case study of Hydrodynamic Diameter-controlled Cu Nanoparticles

arXiv:2512.16545v3 Announce Type: replace-cross Abstract: Cu NPs have a broad applicability, yet their synthesis is sensitive to subtle changes in reaction parameters. This sensitivity, combined with

model-releasesarxiv-cs-lg

9 Oct 2026

Search: “synthesis”

Natural Synthesis: Outperforming Reactive Synthesis Tools with Large Reasoning Models

Know What You Don't Know: Agentic Data Synthesis by Evolving Generation Space for Closed-Loop Learning

Relational Synthesis: Structure-Mediated Concatenative Synthesis for Foley and Retrieval-Augmented Audio Generation

A large-scale nanocrystal database with aligned synthesis and properties enabling generative inverse design

Real-World Knowledge-Guided Change Data Synthesis for Remote Sensing

ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection

RFS-UNet: Decoder-Conditioned High-Resolution Skip Recalibration for Bone-Selective DRR Synthesis

A Survey on Industrial Anomaly Synthesis

Predictive Inorganic Synthesis based on Machine Learning using Small Data sets: a case study of Hydrodynamic Diameter-controlled Cu Nanoparticles

AIMS: Anchor-Integrated Multi-View Synthesis for Scalable Novel View Rendering

NAMVIS: Next-Scale Autoregressive Multi-View Image Synthesis

Recursive Harness Self-Improvement for Frontier Reasoning Data Synthesis

SAP: State-Guided Data Synthesis with Argument Provenance for Multi-Turn Tool Use

Alignment-Free Text-Audiobox for Voice Dubbing and Full-Duplex Dialogue Synthesis

LevelSyn: Physical-Aware Logic Synthesis via Level-Asynchronous Graph Neural Networks

Extending a Large View Synthesis Model for Multi-view Panoptic Segmentation

Segmentation-Assisted Brain MRI Synthesis with Cross-Image Multi-Contrast Feature Memory Bank Retrieval Augmentation

Optimal LTLf Synthesis

Uncertainty as a Proxy for Semantic Correctness in Diffusion-Based Medical Image Synthesis

Watch Your Speech: Text-aware Video-to-Speech Synthesis with Textual Conditioning

Continuous Variational Synthesis

PRG-Fusion: Orchestrating Generative Priors with Reconstruction Evidence for Driving View Synthesis

Adaptive Vision-Language Grasping via Composable Foundation Priors and Generalizable Grasp Synthesis

Generalization over Memorization: Generalization-Aware Diffusion Adaptation for Single-Image Multi-View Synthesis

MAMA-FLUX.2: Image-to-Image Synthesis of Post-Contrast Breast DCE-MRI for the MAMA-SYNTH Challenge

Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility

Unraveling the Size Determination Mechanism of Nanocrystal Synthesis via Interpretable Neural Networks

SynAct: A Reasoning-Acting Large Language Model Agent for Adaptive Synthesis Optimization

SynWeaver: Website-Prior Task and Trajectory Co-Synthesis for Web Agents

Actuator-Aware Spatiotemporal Tube Synthesis for Temporal Reach-Avoid-Stay Tasks

Causality for Tabular Data Synthesis: A High-Order Structure Causal Benchmark Framework

Enhanced Reinforcement Learning-based Process Synthesis via Quantum Computing

Evaluating Speech Articulation Synthesis with Articulatory Phoneme Recognition

TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog

SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis

Event-based Scene Synthesis via Inter-Frame Residual Alignment

VGGT-Diff: Visual Geometry Meets Diffusion for Sparse-View Novel View Synthesis

Hi-Singers: A Comprehensive High-Quality Dataset for Expressive Audio-Driven Singing Head Synthesis

IRIS: Implicit Rendering Matters for Pose-Free Novel View Synthesis

Exo2EgoSyn: Unlocking Foundation Video Generation Models for Exocentric-to-Egocentric Video Synthesis

Controllable Dysarthric Speech Synthesis with Patient-Specific Conditioning for Speaker-Diverse ASR Augmentation

SkyEgg: Heterogeneity-Aware Hardware Synthesis via Equality Saturation

An End-to-End Automated Pipeline for Controllable Crack Data Synthesis

Optimization-Based Robust Permissive Synthesis for Interval MDPs

Stabilizing Camera-Controlled Novel View Synthesis at Inference Time

Differentially Private Paired Table-Image Multimodal Synthesis

LeMat-Synth: a multi-modal toolbox to curate broad synthesis procedure databases from scientific literature

StructSynth: Dependency Graphs as Generation Plans for Low-Data Tabular Synthesis with Language Models