Nature Search

RSGPT: a generative transformer model for retrosynthesis planning pre-trained on ten billion datapoints

Computer-aided synthesis-planning methods have significantly assisted synthesis planning. In this work, the authors present RSGPT, a generative model pre-trained on ten billion data points, achieving state-of-the-art performance for synthesis planning

Yafeng Deng
Xinda Zhao
Xiaojian Wang
ResearchOpen Access31 Jul 2025
Nature Communications

Volume: 16, P: 1-14
Enhancing the efficiency and stability of perovskite solar cells via a polymer heterointerface bridge

The introduction of sodium heparin passivates interface defects and enhances bonding between the electron transport layer and the perovskite layer in perovskite solar cells. The best-performing devices exhibit a certified PCE of 26.54% and maintain almost 95% of their initial performance after 1,800 h of maximum power point tracking.

Xiaodan Tang
Chenglin Yang
Xiaopeng Zheng
Research06 Jun 2025
Nature Photonics

Volume: 19, P: 701-708
Evaluation of the Toumai robotic system in partial nephrectomy and key system features

Gaurab Pokhrel
Haoke Zheng
Xuepei Zhang
ResearchOpen Access16 Apr 2025
Scientific Reports

Volume: 15, P: 1-8
Increased expression of peptides from non-coding genes in cancer proteomics datasets suggests potential tumor neoantigens

Rong Xiang et al. analyze the expression of non-coding genes encoded peptides in publicly-available proteomics data from five cancer types and matched controls. They identify peptides from non-coding genes including DGCR9 and RHOXF1P3 that are upregulated in tumors compared to controls, suggesting that non-coding gene-encoded peptides may be a source of neoantigens in some cancers.

Rong Xiang
Leyao Ma
Yafeng Zhu
ResearchOpen Access22 Apr 2021
Communications Biology

Volume: 4, P: 1-12
One-step gas-phase syntheses of few-layered single-phase Ti₂NCl₂ and Ti₂CCl₂ MXenes with high stabilities

The low-cost synthesis of high-quality MXenes is crucial for applications, yet challenges remain. The authors report a one-step gas-phase method to fabricate single-phase Ti₂(C/N)Cl₂ with low defects, offering a chance to address these challenges.

Fen Yue
Maoqiao Xiang
Qingshan Zhu
ResearchOpen Access28 Nov 2024
Nature Communications

Volume: 15, P: 1-9
Patterns, dynamics and drivers of alpine treelines and shrublines

Alpine treelines and shrublines are advancing to higher elevations in the context of warming. This Review synthesizes global trends in ecotone dynamics, explores the underlying drivers and mechanisms, and considers the consequences to alpine regions.

Xiaoming Lu
Xiangyu Zheng
J. Julio Camarero
Reviews24 Jul 2025
Nature Reviews Earth & Environment

Volume: 6, P: 489-502
Benchmarking AI-powered docking methods from the perspective of virtual screening

Artificial intelligence (AI)-based docking and scoring methods demonstrate considerable potential for virtual drug screening. Gu et al. go further by assessing the structural rationality of AI-predicted complex conformations from various sources.

Shukai Gu
Chao Shen
Yu Kang
Research13 Feb 2025
Nature Machine Intelligence

Volume: 7, P: 509-520
Initial experience with the novel modular robotic system Carina in urology: a prospective study on safety feasibility and surgical settings

Gaurab Pokhrel
ZeYuan Wang
Xuepei Zhang
ResearchOpen Access12 Apr 2025
Scientific Reports

Volume: 15, P: 1-9
Discrepancy on the quality characteristics of soluble dietary fiber in wild Rosa roxburghii Tratt fruits from different regions

Ya Song
Qingqing Li
Shirui Yu
ResearchOpen Access10 Mar 2025
Scientific Reports

Volume: 15, P: 1-15
Fire carbon emissions over Equatorial Asia reduced by shortened dry seasons

Sifan Wang
Bin He
Xiaoming Xie
ResearchOpen Access28 Aug 2023
npj Climate and Atmospheric Science

Volume: 6, P: 1-9
Separation of Oligosaccharides from Lotus Seeds via Medium-pressure Liquid Chromatography Coupled with ELSD and DAD

Xu Lu
Zhichang Zheng
Jianbo Xiao
ResearchOpen Access09 Mar 2017
Scientific Reports

Volume: 7, P: 1-16
Evaluation and Validation of Reference Genes for Quantitative Real-Time PCR in Helopeltis theivora Waterhouse (Hemiptera: Miridae)

Zheng Wang
Qianqian Meng
Aiqin Liu
ResearchOpen Access16 Sept 2019
Scientific Reports

Volume: 9, P: 1-10
Multi‐omics analysis reveals the interaction between the complement system and the coagulation cascade in the development of endometriosis

Liang Yu
Huaji Shen
Xiuli Wang
ResearchOpen Access07 Jun 2021
Scientific Reports

Volume: 11, P: 1-12

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RSGPT: a generative transformer model for retrosynthesis planning pre-trained on ten billion datapoints

Enhancing the efficiency and stability of perovskite solar cells via a polymer heterointerface bridge

Evaluation of the Toumai robotic system in partial nephrectomy and key system features

Increased expression of peptides from non-coding genes in cancer proteomics datasets suggests potential tumor neoantigens

One-step gas-phase syntheses of few-layered single-phase Ti₂NCl₂ and Ti₂CCl₂ MXenes with high stabilities

Patterns, dynamics and drivers of alpine treelines and shrublines

Benchmarking AI-powered docking methods from the perspective of virtual screening

Initial experience with the novel modular robotic system Carina in urology: a prospective study on safety feasibility and surgical settings

Discrepancy on the quality characteristics of soluble dietary fiber in wild Rosa roxburghii Tratt fruits from different regions

Fire carbon emissions over Equatorial Asia reduced by shortened dry seasons

Separation of Oligosaccharides from Lotus Seeds via Medium-pressure Liquid Chromatography Coupled with ELSD and DAD

Evaluation and Validation of Reference Genes for Quantitative Real-Time PCR in Helopeltis theivora Waterhouse (Hemiptera: Miridae)

Multi‐omics analysis reveals the interaction between the complement system and the coagulation cascade in the development of endometriosis

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