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Articles by Jiaming Hu
Statistics > Machine Learning
Causal mediation analysis decomposes a treatment effect into indirect pathways through mediators and direct pathways through other processes. Tabular foundation models perform classification and regression through in-context learning, providing estimates of conditional means and propensity scores used in causal mediation analysis. Constructing confidence intervals from these estimates requires accounting for uncertainty introduced by fitting and combining several nuisance functions.
Monitoring Shading-Related Power Deficits in Photovoltaic Arrays Using an Adaptive Neural Reference
Submitted: 22 September 2026 Posted: 23 September 2026 You are already at the latest version Shading reduces photovoltaic power output, while changes in irradiance and temperature can produce substantial variations during normal operation. Distinguishing shading-related output deficits from these normal variations requires a reliable estimate of expected array power.
Decoupling pitch and angle of attack with a variable-incidence wing extends quadrotor flight endurance
Abstract The aerodynamic efficiency of conventional lifting-wing quadrotors is severely constrained by the rigid coupling between fuselage pitch attitude and wing angle of attack (AoA), which prevents the vehicle from maintaining optimal lift-to-drag performance across varying flight speeds. This study presents a novel variable-incidence lifting-wing quadrotor that effectively decouples fuselage attitude from wing aerodynamics.
Reconceptualizing Aplastic Anemia—Seed, Worm, Soil
1 Introduction Aplastic anemia (AA) is a rare bone marrow failure disorder, with a high mortality rate if untreated [1, 2]. The definition and diagnosis of AA have evolved over time, forming a more independent and precise disease classification system through ongoing research [1, 3]. Dr. Paul Ehrlich first introduced the concept, which was expanded upon by Dr. Anatole Chauffard in 1904.
Development and internal validation of a nomogram for predicting short-term functional improvement after pharmacological treatment in severe symptomatic lumbar disk herniation
Abstract Background: Lumbar disk herniation (LDH) is an important cause of low back pain and functional impairment. For patients with severe LDH who are not immediate candidates for surgery or prefer to delay surgery, pharmacological treatment remains a major therapeutic option; however, short-term treatment responses vary substantially among individuals. At present, individualized tools for predicting short-term functional improvement after pharmacological treatment are lacking.
Defect Engineering in β‐Bi2SeO5/Bi2O2Se Heterostructures for High‐Resolution Phototransistor Arrays
Conflict of Interest The authors declare no conflict of interest. Data Availability Statement The data that support the findings of this study are available in the supplementary material of this article. Supporting Information Filename Description adma71574-sup-0001-SuppMat.docx13.4 MB Supporting Information References 1, , , , , , , , , , , , , , Nat. Mater. 2022, 21, 1379. 2, , , , , , , , , , , Adv. Mater. 2024, 36, 2405874. 3, , , , , , , , ACS Nano 2024, 18, 12760.
Interfacial Sodiopobicity Regulating for Dendrite‐Free Solid‐State Sodium Metal Batteries
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description adfm70041-sup-0001-SuppMat.docx9.1 MB Supporting Information References 1a) , , , , , Joule 2018, 2, 1747; b) , , , , , , , , , Energy Storage Mater. 2024, 70, 103511. 2a) , , , , , , , , , , , , , , , , , , , , eScience 2023, 3, 100175; b) , , , Kafalas Mater. Res. Bull. 1976, 11, 203. 3a) , , , , , , J. Mater. Chem. A 2021, 9, 5134; b) , , , , , , , , , , , , , , , , Nat. Commun. 2022, 13, 2854.
First‐Principles Investigation of a High‐Chern‐Number Quantum Anomalous Hall Insulator Mn2Bi2O6 and its BN‐Coupled Multilayer Heterostructures
Supporting Information As a service to our authors and readers, this journal provides supporting information supplied by the authors. Such materials are peer reviewed and may be re-organized for online delivery, but are not copy-edited or typeset. Technical support issues arising from supporting information (other than missing files) should be addressed to the authors.
An Energy-Saving Evaluation Method for Driving Behavior Based on the SHAP Scorecard Model
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.
Pan-Cancer Drug Sensitivity Prediction from Gene Expression using Deep Learning
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Abstract Cancer is a group of complex diseases, with tumor heterogeneity, durable drug efficacy, emerging resistance, and host toxicity presenting major challenges to the development of effective cancer therapeutics. While traditionally used methods have remained limited in their capacity to overcome these challenges in cancer drug development, efforts have been made in recent years toward applying "big data" to cancer research and precision oncology.
By Jiaming Hu, Vasileios Stathias, Maria Martinez, Maria Martínez Verified, María Martínez, Beronica A. Ocasio
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BioRxiv
Scalable Layer‐Controlled Oxidation of Bi2O2Se for Self‐Rectifying Memristor Arrays With sub‐pA Sneak Currents
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description adma202406608-sup-0001-SuppMat.docx30.6 MB Supporting Information References 1, , , , , , , , , , , , Science 2017, 358, 1423. 2, , , , , , , , , , , , , , , , , , , , , , , , Nature 2023, 618, 57. 3, , , , , , , , , , , , , Nat. Electron. 2021, 4, 98. 4, , , , , , , , , Nat. Electron. 2022, 5, 761. 5, , , , , , , ACS Nano 2018, 12, 5946. 6, , , , , , , , Adv. Mater. 2022, 34, 2201488.
A novel interface for cortical columnar neuromodulation with multi-point infrared neural stimulation
Abstract Cutting edge advances in electrical visual cortical prosthetics have evoked perception of shapes, motion, and letters in the blind. Here, we present an alternative optical approach using pulsed infrared neural stimulation. To interface with dense arrays of cortical columns with submillimeter spatial precision, both linear array and 100-fiber bundle array optical fiber interfaces were devised.
Electronic states in one-dimensional helical crystals: General properties and application to InSeI
In this paper, we systematically explore several key properties of electronic states in one-dimensional (1D) helical crystals, including the inheritance of orbital angular momentum from local atomic orbitals to the entire helical structure, the helical momentum, and the emergence of helical-induced spin-orbit coupling (hSOC). We then apply this comprehensive theoretical framework to elucidate the electronic structure of the 1D helical crystal InSeI.
Camelus knoblochi genome reveals the complex evolutionary history of Old World camels
Show footnotesHide footnotes Author Footnotes 11 These authors contributed equally 12 Present address: Group of Alpine Paleoecology and Human Adaptation, State Key Laboratory of Tibetan Plateau Earth System, Resources and Environment, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Lincui Road 16, Beijing 100101, People’s Republic of China 13 Present address: College of Earth and Environmental Science, Lanzhou University, Tianshui South Road 222, Lanzhou 730000, People’s...
Quadruple-well Ferroelectricity and Topological Domain Structures in Strained Bi2O2Se
Quadruple-well Ferroelectricity and Topological Domain Structures in Strained Bi2O2Se Exotic dipole orders and topological domain structures in ferroelectrics are both intriguing for fundamental physics and device applications. Herein, based on DFT calculations, Monte Carlo and phase-field modeling, we discover that adequate strain engineering can enable a ferroelectric transition in high-mobility semiconductor bismuth oxyselenide Bi2O2Se in the entire 3D space.
Kinome-Wide Virtual Screening by Multi-Task Deep Learning
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.
A genetic glimpse of the Chinese straight-tusked elephants
You have accessResearch articles Abstract Straight-tusked elephants (genus: Palaeoloxodon) including their island dwarf forms are extinct enigmatic members of the Pleistocene megafauna and the most common Pleistocene elephants after the mammoths. Their taxonomic placement has been revised several times. Using palaeogenomic evidence, previous studies suggested that the European P.
Ancient Mitogenomes Reveal Stable Genetic Continuity of the Holocene Serows
Open AccessArticle by Shiwen Song 1,2, Bo Xiao 2,3, Jiaming Hu 2,3, Haifeng Lin 1,2, Zhicheng Du 1,2, Kunpeng Xiang 4, Dong Pan 5, Xindong Hou 1,2, Junxia Yuan 2,6, Xulong Lai 2,3 and Guilian Sheng 1,2,* 1 School of Environmental Studies, China University of Geosciences, Wuhan 430078, China 2 State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan 430078, China 3 School of Earth Science, China University of Geosciences, Wuhan 430074, China 4...
Highly Selective Oxidation of Toluene to Benzaldehyde in Alkaline Systems
For the selective oxidation of toluene to benzaldehyde, the biggest challenge is to prevent the further oxidation of benzaldehyde as toluene conversion increases. Using benzyl benzoate as the solvent and adding benzoate to adjust the alkalinity of the system, the formation of the benzoyl radical can be well inhibited, but the oxidation of toluene is weakened.
Could Capacitive Behavior be Triggered in Inorganic Electrolyte‐Based All‐Solid‐State Batteries?
PDF ShareShare Abstract Recent studies in all-solid-state batteries (ASSBs) based on inorganic solid electrolytes (ISEs) have improved the energy density to a higher level. However, its commercialization is still delayed by many intrinsic limitations, among which the fast-charging capability is not mentioned enough. Despite few elaborately selected electrolytes coupled with electrodes that can deliver an extremely high rate, the rate improvement strategy is still lacking.
Visual Motion Processing in Macaque V2
Response properties of V2 DS neurons are suitable for figure-ground segregation V2 DS neurons exhibit features distinct from the DS neurons in the dorsal area MT DS neurons in a non-dorsal visual area (V2) were studied with map-guided recordings In the primate visual system, direction-selective (DS) neurons are critical for visual motion perception.
A signal-amplifiable biochip quantifies extracellular vesicle-associated RNAs for early cancer detection
Figure 1a and Supplementary Fig. 1 show an overall illustration of the system and how it works. As seen when magnified in Fig. 1b, a specific CHDC consisting of H1, H2, and reporter for GPC1 mRNA is encapsulated in LPHNs, which are tethered on a thin glass slide through biotin–avidin interactions. Cationic LPHNs can capture negatively charged EVs by electrostatic interactions to form larger nanoscale complexes (Supplementary Fig. 2).
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