IOP出版社3月精选文章——Quantum&Neuromorphic Computing

精选文章

Machine Learning/AI

Journal of Physics D: Applied Physics

Machine learning-assisted design and optimization of a graphene-based tunable bandpass filter for millimeter-wave applications

Jingfeng Liu, Cheng Chen, Yuhan Li, Jiaxuan Xue, Shilei Tian, Jixin Wang, Wu Zhao, Zhiyong Zhang and Johan Stiens

Journal of Physics: Condensed Matter

Machine-learning interatomic potential for BaTiO₃: phase transitions, domain walls, and grain boundaries

Amit Sehrawat, Karsten Albe and Jochen Rohrer

Introduction to machine learning potentials for atomistic simulations

Fabian L Thiemann, Niamh O’Neill, Venkat Kapil, Angelos Michaelides and Christoph Schran

Journal of Physics: Complexity

A hybrid deep learning model for human mobility prediction

Erjian Liu, Xingjian Wang, Ying Wang, Dan Zhao, Xuejun Niu and Xin Lu

How do probabilistic graphical models and graph neural networks look at network data?

Michela Lapenna and Caterina De Bacco

Machine Learning: Science and Technology

Roadmap on fast machine learning for science

Sioni Summers, Alex Tapper, Thea Klæboe Årrestad, Chen Qin, Karin Rathsman, Matthew Streeter, Charlotte Palmer, Jonathan Citrin, Changgang Zheng, Noa Zilberman, Alexander Titterton and Tobias Becker

The future of artificial intelligence and the mathematical and physical sciences (AI+MPS)

Andrew Ferguson, Marisa LaFleur, Lars Ruthotto, Jesse Thaler, Yuan-Sen Ting, Pratyush Tiwary and Soledad Villar

UPD-Diff: a unified precipitation downscaling method based on multi-stream elucidating diffusion model

Jiahan Chen, Lingzhi Kong, Yi Cao, Yuanzhi Zhong, Zhenfei Tang, Xinting Li and Chengsheng Yuan

Materials Research Express

Comparative assessment of supervised machine learning algorithms for predicting geometric characteristics of laser cladded inconel 718

Hao Yang, Heran Geng, Marco Alfano and Junfeng Yuan

Classification of faults in friction stir processed composites using a machine learning and ensemble learning approach

Pragya Saxena and Arunkumar Bongale

Engineering Research Express

Machine learning system for commercial banana harvesting

Ahatsham Hayat, Preety Baglat, Fábio Mendonça, Sheikh Shanawaz Mostafa and Fernando Morgado-Dias

Machine learning and design of experiments for optimizing laser-engraved micro fresnel lens mould

Subir Datta and Arjyajyoti Goswami

Data analytics in ensemble learning for effective crop yield prediction

Deeksha Tripathi, Saroj K Biswas and Barnana Baruah

Machine Learning: Earth

Machine learning insights for fire impacts on snow disappearance predictability in Northern California

Yashnil Mohanty, Ronnie Abolafia-Rosenzweig, Cenlin He and Daniel McGrath

Zero-shot forecasting of streamflow using time series foundation models: are we there yet?

Alexander Y Sun and Albert A Sun

Multimodal atmospheric super-resolution with deep generative models

Dibyajyoti Chakraborty, Haiwen Guan, Jason Stock, Troy Arcomano, Guido Cervone and Romit Maulik

Machine Learning: Health

Machine learning models enhance detection of arrhythmogenic right ventricular cardiomyopathy

Kwaku K Quansah, Sean A Murphy, Esther Kwon, Emma Anderson, Crystal Tichnell, Brittney Murray, Sean Gaines, Alessio Gasperetti, Cynthia A James, Hugh Calkins, Richard T Carrick and Chulan Kwon

Integrating explainability and bias detection in binary medical image classification: a systematic review

Elkin Díaz, Vasudevan Lakshminarayanan and Liliana Calderón-Benavides

Artificial intelligence (AI)-based multi-organ contour quality assurance with uncertainty estimation for online adaptive radiotherapy (oART)

Shunyu Yan, Jiacheng Xie, Na Chen, Dan Nguyen, Fan-Chi Su, Daniel Yang, You Zhang, Steve Jiang and Chenyang Shen

Machine Learning: Engineering

Algebraic adversarial attacks on explainability models

Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim and Hong Gunn Chew

Simultaneous estimation of electrical and thermal properties of aluminum alloys from tone-burst eddy current thermography time-temperature data using machine learning

Athul Sajjay, Krithik Krishna K, N Biju and Krishnan Balasubramaniam

Fredholm integral equations neural operator (FIE-NO) for data-driven boundary value problems

Haoyang Jiang and Yongzhi Qu

Biomaterials

Materials Research Express

Montmorillonite in dentistry: a review of advances in research and potential clinical applications

P A A S Prasad Kumara, Xiaoxuan Deng, Paul R Cooper, Peter Cathro, George Dias, Maree Gould and Jithendra Ratnayake

Nanostructure characteristics of three types of platelet-rich fibrin biomaterial: a histological and immunohistochemical study

Thuy-Duong Nguyen-Thi, Bao-Song Nguyen-Tran, Thuan Dang-Cong, Margherita Maioli and Tung Nguyen-Thanh

Engineering Research Express

A critical review on biomaterials using powder metallurgy method

Adarsh Mathew Abraham and S Venkatesan

Development of novel biomaterial-based rotational triboelectric nanogenerators for wind energy harvesting

Vivek V Kamal, Anitha Rani L V, Devika S Nair, Dev Narayan, Rehan Sunil Dhas, Rani S, Bindu Kumar K and Nelsa Abraham

Biofabrication

Self-driving bioprinting laboratories

Suihong Liu, Navneet Kaur, Dae-Hyeon Song, Joseph Christakiran Moses and Ibrahim T Ozbolat

Microgels: from synthesis to tissue regeneration applications

Sung Yun Hann, Yunsung Kang, Haitao Cui and Lijie Grace Zhang

Multidimensional nanofibrous hydrogels integrated triculture system for advanced myocardial regeneration

Dongwoo Kim, Yeong Hwan Kim, Gyubok Lee, Eun-Cheol Lee, Suk Ho Bhang and Kangwon Lee

An automated pipeline for tracking and measuring cell spheroids encapsulated in 3D hydrogel systems

Monize Caiado Decarli, Adrián Seijas-Gamardo, Timo Rademakers, Ane Albillos Sanchez, Paul Wieringa, Jorge Vicente L Silva, Ângela Maria Moraes, Lorenzo Moroni and Carlos Mota

Biomedical Materials

Three-dimensional cell culture-derived extracellular vesicles loaded alginate/hyaluronic acid composite scaffold as an optimal therapy for cartilage defect regeneration

Wanting Zhang, Shuyi Li, Yingying Peng, Zhujie Deng, Quanjiang Li, Rui Tian, Xiubin Kuang, Yuyi Kang, Ronghui Sun, Chen Huang and Zhengqiang Yuan

Transcytosis: an effective mechanism to enhance nanoparticle extravasation and infiltration through biological barriers

Qianyi Zhang, Jiamian Wang, Zhiyang Chen, Hao Qin, Qichen Zhang, Bo Tian and Xilei Li

Potential of novel antibacterial bio-adhesive for the treatment of periodontitis

Yin Xu, Yixian Zhou, Shengjin Meng, Chengchao Zhou, Nannan Yang, Luhan Bao and Weizhong Lu

A testicular microfluidic organ-on-a-chip for mimicking spermatogenic epithelium

Yanqing Li, Haicheng Cheng, LinYan Lv, Yiren Liu, Yun Xie, Jun Chen, Xiaoyan Liang, Chunhua Deng, Xuenong Zou, Jianhua Zhou and Guihua Liu

Generation of induced pluripotent stem cell-derived anterior foregut endoderms on integrin-binding short peptide-based synthetic substrates

Shujun Wu, Huan Wang, Yanbei Ren, Ying Liu and Xuejun Wen

Fabrication and in vivo characterization of FRESH-based 3D printed chitosan construct for small intestine regeneration

Parul Chaurasia, Richa Singh, Rishabh Rai Kaushik, Narayan Yadav and Sanjeev Kumar Mahto

Bioinspiration & Biomimetics

Design, modeling, and experimental study of variable stiffness pneumatic bio-inspired soft actuators

Wenchuan Zhao, Shijie Wu, Kunlin Zhang and Fengshuo Yu