Hongxia Hao

Jan 16, 2025 | nature.com | Claudio Zeni |Robert Pinsler |Daniel Zügner |Andrew Fowler |Matthew Horton |Xiang Fu | +8 more

AbstractThe design of functional materials with desired properties is essential in driving technological advances in areas like energy storage, catalysis, and carbon capture1–3. Generative models provide a new paradigm for materials design by directly generating novel materials given desired property constraints, but current methods have low success rate in proposing stable crystals or can only satisfy a limited set of property constraints 4−11.

May 13, 2024 | microsoft.com | Jielan Li |Hongxia Hao |Ziheng Lu |Brenda Potts

In the quest for groundbreaking materials crucial to nanoelectronics, energy storage, and healthcare, a critical challenge looms: predicting a material’s properties before it is even created. This is no small feat, with any combination of 118 elements in the periodic table, and the range of temperatures and pressures under which materials are synthesized and operated.

Oct 13, 2023 | mdpi.com | Hongxia wang |Zihan Zhao |Hongxia Hao |Chao Huang

This is an early access version, the complete PDF, HTML, and XML versions will be available soon. Open AccessArticleby 1, 1, 1 and 2,* 1School of Statistics and Data Science, Nanjing Audit University, Nanjing 211815, China2Department of Statistics, Florida State University, Tallahassee, FL 32306, USA*Author to whom correspondence should be addressed.

Apr 24, 2023 | physiciansweekly.com | Kai Yang |Lin Gao |Hongxia Hao |Liang Yu

Sepsis is a life-threatening organ dysfunction caused by the host’s dysfunctional response to infection, and its pathogenesis is still unclear. In view of the complex pathological process of sepsis, finding suitable biomarkers is helpful for the research and treatment of sepsis. This study determined the potential prognostic markers of sepsis by analyzing the molecular characteristics of patients with sepsis.