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Articles by Mingyang Wang
Detecting Anomalous Cell Behavior in Electrochemical Battery Testing Using Machine Learning
1 Introduction As the world transitions to green energy, lithium-ion batteries have emerged as a dominant technology for electrical energy storage, with their superior performance powering a wide range of applications, including electric vehicles, consumer electronics, and medical devices. This is due to their higher energy density, low self-discharge, and longer lifetime compared to previous battery technologies.
Computer Science > Computation and Language
Merging pretrained models has emerged as an effective approach for consolidating diverse capabilities into a single unified model. However, prevailing merging methods typically treat each task vector as an indivisible merging unit, overlooking the heterogeneous geometric changes encoded within it.
Longitudinal trajectories of physical fitness among university students: evidence from three-year linked annual fitness records for campus health promotion
Abstract Background: University is a critical period for the transition from adolescence to early adulthood, during which lifestyle and physical activity patterns become more stable. This study examines longitudinal changes in physical fitness among university students and evaluates whether trajectories differ by discipline group, baseline grade, and sex. Methods: Annual physical fitness test records from 2023 to 2025 are linked at the student level.
Comparative evaluation of five nutrition-inflammation indices for predicting 28-day ICU mortality in critically ill patients with bone infections: a dual-cohort study with external validation and interpretable machine learning
Abstract Background: Malnutrition and systemic inflammation are highly prevalent among critically ill patients with bone infections and may independently predict adverse outcomes.
Clarifying the Longitudinal Interpretation of Wind-Up Ratio After Lower-Limb Amputation [Letter]
Letter Musculoskeletal Pain/Rehabilitation and Neuropathic Pain Authors Wang M, Yang X, Yang L Received 18 August 2026 Accepted for publication 20 August 2026 Published 29 August 2026 Volume 2026:19 649421 DOI https://doi.org/10.2147/JPR.S649421 Checked for plagiarism Yes Editor who approved publication: Dr Alaa Abd-Elsayed Mingyang Wang,1 Xiaoyu Yang,2 Li Yang3 1Clinical Medicine Grade 2022, School of Clinical Medicine, Hangzhou Normal University, Hangzhou, 311121, People’s Republic of...
Covalent allosteric inhibition of AARS1 lactyltransferase
Abstract Alanyl-tRNA synthetase 1 (AARS1) was recently identified as a lactyltransferase responsible for protein lactylation, a modification associated with epigenetic regulation and metabolic adaptation. Here, we report compound XY353, which covalently binds C184 of AARS1, inducing steric clashes with F175 and triggering structural rearrangements in the region that displace W176, a key residue for lactate binding.
1-1-3-Type Piezoelectric Composite Materials: Design, Fabrication, and Thickness Vibration Characteristics Analysis
Conflicts of Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. Data Availability Statement All data generated or analyzed during this study are included in this published article. References 1 and , “Développement par compression de l'électricité polaire dans les cristaux hémièdres à faces inclinées,” Bulletin de minéralogie 3, no.
Biopanning of Peptides Specific to the Conserved Epitope of the SARS-CoV-2 Receptor-Binding Domain and Nanozyme-Assisted Dual Peptide-Based Sandwich ELISA for Ultrasensitive Detection of the SARS-CoV-2 Antigen Click to copy article link Article link copie
Abstract Click to copy section linkSection link copied! As the subunit of the SARS-CoV-2 spike protein (SARS-CoV-2 SP), the receptor-binding domain (RBD) can specifically bind to human angiotensin-converting enzyme 2 (ACE2), enabling viral infection of host cells.
Clarifying What the Model Predicts After Pulsed Radiofrequency for Postherpetic Neuralgia [Letter]
Letter Musculoskeletal Pain/Rehabilitation and Neuropathic Pain Authors Wang M, Yang X, Yang L Received 15 July 2026 Accepted for publication 28 July 2026 Published 3 August 2026 Volume 2026:19 640690 DOI https://doi.org/10.2147/JPR.S640690 Checked for plagiarism Yes Editor who approved publication: Dr Alaa Abd-Elsayed Mingyang Wang,1 Xiaoyu Yang,2 Li Yang3 1Clinical Medicine Grade 2022, School of Clinical Medicine, Hangzhou Normal University, Hangzhou, 311121, People’s Republic of China;...
CBFB::MYH11 MRD after the second chemotherapy cycle: a guide for allogeneic transplantation in favorable-risk AML
Abstract Although acute myeloid leukemia (AML) with CBFB::MYH11 rearrangement is classified as favorable-risk, approximately 40% of patients experience relapse. We evaluated the prognostic impact of CBFB::MYH11 transcript levels and the optimal timing of allogeneic hematopoietic cell transplantation (allo-HCT) at first complete remission (CR1). A total of 186 patients with CBFB::MYH11-rearranged AML treated with intensive induction chemotherapy were included.
Allogeneic hematopoietic stem cell transplantation in elderly patients with AML and MDS: navigating risks and optimizing outcomes
Abstract The growing burden of acute myeloid leukemia (AML) and myelodysplastic syndromes (MDS) among aging populations underscores the critical need for tailored treatment strategies for elderly patients. While allogeneic hematopoietic stem cell transplantation (allo-HSCT) remains the only potentially curative option for eligible patients, its application in older adults is fraught with significant challenges.
Computer Science > Computation and Language
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Cryo-EM structure enabling virtual screening for the discovery of highly potent TRPM3 antagonists with analgesic efficacy
Keywords TRPM3 cryo-EM structure-based drug discovery pain Get full text access Log in, subscribe or purchase for full access. References 1. Finnerup, N.B. ∙ Kuner, R. ∙ Jensen, T.S. Neuropathic Pain: From Mechanisms to Treatment Physiol. Rev. 2021; 101:259-301 2. Rosenberger, D.C. ∙ Blechschmidt, V. ∙ Timmerman, H. ... Challenges of neuropathic pain: focus on diabetic neuropathy J. Neural Transm. (Vienna). 2020; 127:589-624 3. Bouhassira, D. Neuropathic pain: Definition, assessment and epidemiology Rev.
Machine Learning-Driven Prognostic Model Integrating Lymphocyte‐to‐C‐Reactive Protein Ratio and TNM Staging in Gallbladder Cancer
1 Introduction Gallbladder cancer (GBC) is the most common malignancy of the biliary tract and ranks among the top six gastrointestinal cancers [1]. China, with its high incidence of GBC, accounts for 24.7% of the global cases [2]. The incidence rate of GBC in China is approximately 3.82 per 100,000 individuals [3]. Despite advancements in medical treatment, GBC remains associated with a poor prognosis, primarily due to late-stage diagnosis, high invasiveness, and limited treatment options.
Semimetal-in-oxide design for tellurium-based p-type oxide electronics - Nature Reviews Electrical Engineering
Semimetal-in-oxide design unlocks tellurium oxides for p-type devices, combining performance, scalability and process compatibility for future low-power logic, advanced integration, sensing and resilient electronics.
Semimetal‐in‐Oxide Composites with Self‐Formed Energy‐Band Gradients for High‐Performance Infrared Photodetection (Adv. Funct. Mater. 8/2026)
Mingyang Wang Institute of Fundamental and Frontier Sciences, State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, 611731 China Search for more papers by this author
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
Submitted: 20 January 2026 You are already at the latest version Mechanistic Interpretability (MI) has emerged as a vital approach to demystify the opaque decision-making of Large Language Models (LLMs). However, existing reviews primarily treat MI as an observational science, summarizing analytical insights while lacking a systematic framework for actionable intervention.
Real-time artificial intelligence for solid-state lithium metal batteries - Nature Communications
Abstract Battery health often evolves from an initial regime of slow capacity decay to a fast decay regime, due to catastrophic electrochemical reactions to cause the battery failure. The signals of such failure, however, often emerge much earlier during cycling, an early detection of which may help prevent the failure through real-time adjustment of cycling procedures.
Effect of Annealing Modulation on Energy Storage Performance of BaBi4Ti4O15 Ferroelectric Thin Films
BaBi4Ti4O15 (BBT) lead-free ferroelectric thin films were fabricated on Pt(111)/Ti/SiO2/Si substrates via sol–gel method, followed by systematic investigation of annealing temperature effects (575°C–675°C) on their crystalline evolution, microstructure, and energy storage characteristics.
AI‐Driven Decoding of Material Dynamics: From Machine Learning Potentials and Interpretability to Generative Prediction
Understanding and predicting the dynamic processes that underpin material performance are crucial for designing next-generation materials capable of meeting the evolving demands of modern technologies. These processes—often occurring at atomic or molecular scales in condensed phases—remain notoriously difficult to probe experimentally.
A virtual platform for automated hybrid organic-enzymatic synthesis planning - Nature Communications
Abstract The integration of organic synthesis with enzymatic catalysis offers a promising route toward efficient and sustainable construction of complex molecules. While organic synthesis enables diverse transformations, enzymatic catalysis enhances stereoselectivity under mild conditions, improving cost-effectiveness and environmental impact. However, current enzymatic synthesis planning algorithms face challenges in formulating robust hybrid organic–enzymatic strategies.
Effects of platelet-rich plasma gel on vaginal microecology and stump healing and its underlying mechanism
Introduction The incidence of adenomyosis and hysteromyoma has been rising in recent years, leading to increased use of laparoscopic hysterectomy (1). However, this surgical procedure can lead to several issues that affect vaginal health. The use of antibiotics before and after surgery can disrupt the normal vaginal flora (2). Moreover, after a hysterectomy, the vaginal microecological anatomy is disrupted, as the vagina is no longer intact.
Pulse‐Gated Ternary Ferromagnetic Encoding for Reprogrammable Soft Micromachines
Conflict of Interest The authors have filed a provisional patent application on the work described herein. Status: pending. Organization: Peking University. Inventors: Tian-Yun Huang, Yiyang Tang. Date: 6 August 2025. Number: 202511097184.2. The authors declare that they have no other competing interests.
Sulfur redox mediator for low-temperature flexible amorphous oxide CMOS electronics
Abstract Amorphous p-type oxides are essential for next-generation flexible and scalable complementary metal-oxide semiconductor (CMOS) technologies. Among emerging candidates, tellurium-based oxides (Te-TeOx) show great promise due to their unique Te-Te conduction networks embedded within the amorphous TeO2 matrix. However, controlled formation of these conduction channels remains challenging, limiting both hole transport and dopability under low thermal budgets.
Semimetal‐in‐Oxide Composites with Self‐Formed Energy‐Band Gradients for High‐Performance Infrared Photodetection
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description adfm72118-sup-0001-SuppMat.docx3.1 MB Supporting Information References 1, , , , , , , , , , , , , , , , Nat. Electron. 2022, 5, 443. 2, , Nat. Nanotechnol. 2010, 5, 391. 3, , , , , , , , , , , , , , , , InfoMat 2024, 6, 12497. 4, , , , , , , , , , , , , , Nat. Commun. 2018, 9, 3311. 5, , , , , , , , , , , , , , Nano Lett. 2024, 24, 5774. 6, , , , , , Nat. Commun. 2024, 15, 593. 7, , , , Light-Sci. Appl.
Meta-analysis about correlation between the human Papillomavirus infection and the incidence of cervical intraepithelial Neoplasia
Abstract Objective: To determine the correlations between human papillomavirus infection and the incidence of cervical intraepithelial neoplasia. Method:This study was conducted in the Affiliated Hospital of Zunyi Medical University, Zunyi, China in January 2024.
Discovery of antimicrobial peptides with notable antibacterial potency by an LLM-based foundation model
The HHS Officials Being Paid Six Figures to Do Nothing The Trump administration hasn’t fired them but won’t let them do their jobs. When she succeeded Anthony Fauci as the director of the National Institute of Allergy and Infectious Diseases, Jeanne Marrazzo felt that she’d landed “probably the most important infectious-disease job in the world,” she …
Frontiers | Scar-concealed 2 + 3 mm dual-port thoracoscopic sympathectomy for palmar hyperhidrosis: single-center outcomes
ORIGINAL RESEARCH article Volume 12 - 2025 | https://doi.org/10.3389/fsurg.2025.1664901 Introduction Thoracoscopic bilateral thoracic sympathetic chain transection is the most commonly used surgical method for the treatment of primary palmar hyperhidrosis (PPH).
Diagnostic and prognostic values of serum insulin‐like growth factor binding protein 4 expression in cervical cancer
DATA AVAILABILITY STATEMENT All data generated or analyzed during this study are included in this article. Further enquiries can be directed to the corresponding author.
Clinical value and regulatory mechanism of miR-322-5p in patients with
Back to Journals » Journal of Inflammation Research » Volume 18 Authors Wang M, Wang J, Xie Y Received 6 June 2025 Accepted for publication 16 August 2025 Published 20 September 2025 Volume 2025:18 Pages 13173—13182 DOI https://doi.org/10.2147/JIR.S536945 Checked for plagiarism Yes Review by Single anonymous peer review Peer reviewer comments 3 Editor who approved publication: Dr Qing Lin Mingyang Wang,1,* Jing Wang,2,* Yanan Xie3 1Department of Rehabilitation Medicine, Shanxi Bethune...
Token-Mol 1.0: tokenized drug design with large language models - Nature Communications
Abstract The integration of large language models (LLMs) into drug design is gaining momentum; however, existing approaches often struggle to effectively incorporate three-dimensional molecular structures. Here, we present Token-Mol, a token-only 3D drug design model that encodes both 2D and 3D structural information, along with molecular properties, into discrete tokens.
FKBP12‐EBP1‐Mediated Regulation of Salinity Tolerance in Rice
Conflicts of Interest The authors declare no conflicts of interest. Supporting Information Filename Description pce15583-sup-0001-Supplementally_Figures.docx7.9 MB Figure S1. Sequence analysis EBP1. Alignment of the EBP1 protein sequence with homologs in OsEBP1, The red box indicates the Peptidase_M24 domain of EBP1, while the blue box marks the nuclear localization-related region of EBP1.
Divergent prognostic factors in high-risk vs. standard-risk patients aged 50-65 years after allo-HCT for AML/MDS: a single-center retrospective analysis | Bone Marrow Transplantation
Acute myeloid leukemia (AML) and myelodysplastic syndrome (MDS) are the most prevalent malignant myeloid tumors, primarily affecting elderly patients who often have poor prognosis and face significant treatment challenges [1]. Allogeneic hematopoietic cell transplantation (allo-HCT) is the only curative treatment for high-risk AML or MDS [2]. The increasing number of elderly patients undergoing allo-HCT has raised new challenges [2].
Unlocking aerobatic potential of quadcopters: Autonomous freestyle flight generation and execution
Research Article AUTONOMOUS VEHICLES Science Robotics 16 Apr 2025 Vol 10, Issue 101 Access the full article View all access options to continue reading this article. Supplementary Materials Methods Table S1 Results Figs. S1 to S7 References (46–60) REFERENCES AND NOTES 1 BBC, “How sparrowhawks catch garden birds - life in the air: Episode 2 preview” (2016); www.youtube.com/watch?v=Ra6I6svXQPg&ab channel=BBC&t=84.
[2503.14075] Growing a Twig to Accelerate Large Vision-Language Models
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Efficient Path Planning for Collision Avoidance of Construction Vibration Robots Based on Euclidean Signed Distance Field and Vector Safety Flight Corridors
2. Related Works 2.1. The Research and Evaluation Standards Related to Concrete Vibration Cast-in-place concrete structures, whether piers, columns, or slabs, are among the most common structures in civil and architectural engineering. Introducing vibration during the concrete pouring process ensures proper consolidation of the concrete. Adequate consolidation is crucial for the long-term strength of concrete structures [14].
A Machine Learning Approach to Build and Evaluate a Molecular Prognostic Model for Endometrial Cancer Based on Tumour Microenvironment
1 Introduction Endometrial cancer (EC) is one of the most common malignant tumours of the female reproductive tract, and the incidence is on the rise due to various factors, such as population aging, socio-cultural changes, and ecological impact. In China, EC is the second most prevalent cancer after cervical cancer, with a new incidence rate of 10.54 per 100,000 [1].
Organogenesis
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TCAD Simulation Study of Electrical Performance of a Novel High-Purity Germanium Drift Detector
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
3DSMILES-GPT: 3D molecular pocket-based generation with token-only large language model
3DSMILES-GPT: 3D molecular pocket-based generation with token-only large language model† The generation of three-dimensional (3D) molecules based on target structures represents a cutting-edge challenge in drug discovery. Many existing approaches often produce molecules with invalid configurations, unphysical conformations, suboptimal drug-like qualities, limited synthesizability, and require extensive generation times.
Advances in Understanding Drought Stress Responses in Rice: Molecular Mechanisms of ABA Signaling and Breeding Prospects
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
FragGen: Towards 3D Geometry Reliable Fragment-based Molecular Generation
FragGen: Towards 3D Geometry Reliable Fragment-based Molecular Generation 3D structure-based molecular generation is a successful application of generative AI in drug discovery. Most earlier models follow an atom-wise paradigm, generating molecules with good docking scores but poor molecular properties (like synthesizability and drugability). In contrast, fragment-wise generation offers a promising alternative by assembling chemically viable fragments.
Study on Thermal Reflection Characteristics of Composite Inorganic Coatings
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
Study on Thermal Reflection Characteristics and Mechanism of Composite Inorganic Coatings
Preprint Communication Version 1 This version is not peer-reviewed Version 1 : Received: 4 July 2024 / Approved: 4 July 2024 / Online: 5 July 2024 (07:00:39 CEST) Shang, J.; Wang, M.; Wang, P.; Li, G.; Yang, M.; Li, Y. Study on Thermal Reflection Characteristics and Mechanism of Composite Inorganic Coatings. Preprints 2024, 2024070473. https://doi.org/10.20944/preprints202407.0473.v1 Shang, J.; Wang, M.; Wang, P.; Li, G.; Yang, M.; Li, Y.
A Review of Distribution Grid Consumption Strategies Containing Distributed Photovoltaics
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A novel design methodology for ultrawideband high‐efficiency hybrid extended continuous inverse class‐F power amplifier
REFERENCES 1, , . A 28-/37-/39-GHz linear Doherty power amplifier in silicon for 5G applications. IEEE J Solid-State Circuits. 2019; 54(6): 1586-1599. doi:10.1109/JSSC.2019.2902307 2, , . High-power high-efficiency GaN HEMT Doherty amplifiers for base station applications. IEICE TransElectron. 2021; E104C(10):2021MMI0003. doi:10.1587/transele.2021MMI0003 3, , , , . 2-4 GHz wideband power amplifier with ultra-flat gain and high PAE. Electron Lett. 2013; 49(5): 326-327. doi:10.1049/el.2012.4135 4, , , .
Forests | Free Full-Text | Forest Smoke-Fire Net (FSF Net): A Wildfire Smoke Detection Model That Combines MODIS Remote Sensing Images with Regional Dynamic Brightness Temperature Thresholds
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
Rainfall Differences and Possible Causes of Similar-Track Tropical Cyclones Affected and Unaffected by Binary Tropical Cyclones (BTCs) in China
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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