IOP出版社12月精选文章——Machine Learning&Quantum&Sustainability

精选文章

Machine Learning/AI

Machine Learning: Science and Technology

Unveiling the power of multimodal large language models for radio astronomical image understanding and question answering

Fuyong Zhao, Yuyang Li, Zhenyu Liu, Panfeng Chen, Cunshi Wang, Jifeng Liu, Hui Li and Yanhao Wang

Beyond Euclid: an illustrated guide to modern machine learning with geometric, topological, and algebraic structures

Mathilde Papillon, Sophia Sanborn, Johan Mathe, Louisa Cornelis, Abby Bertics, Domas Buracas, Hansen J Lillemark, Christian Shewmake, Fatih Dinc, Xavier Pennec and Nina Miolane

SIGD: symmetry and interface guided diffusion architectures for inverse design engineering of 2D semiconductor materials

Yuheng Chen, Qing An, Weihua Yang, Zhongyuan Lai, Yuhua Wen and Tundong Liu

Classical and Quantum Gravity

A neural network for estimating compact binary coalescence parameters of gravitational-wave events in real time

Sushant Sharma Chaudhary, Gianmarco Puleo and Marco Cavaglià

Can Transformers help us perform parameter estimation of overlapping signals in gravitational wave detectors?

Lucia Papalini, Federico De Santi, Massimiliano Razzano, Ik Siong Heng and Elena Cuoco

Journal of Physics: Complexity

Dynamical patterns of EEG connectivity unveil Parkinson’s disease progression: insights from machine learning analysis

Caroline L Alves, Loriz Francisco Sallum, Francisco Aparecido Rodrigues, Thaise G L de O Toutain, Patrícia Maria de Carvalho Aguiar and Michael Moeckel

Journal of Physics: Condensed Matter

MLIPX: machine-learned interatomic potential eXploration

Fabian Zills, Sheena Agarwal, Tiago J Goncalves, Srishti Gupta, Edvin Fako, Shuang Han, Imke Britta Mueller, Christian Holm and Sandip De

Materials Research Express

Machine learning ensemble models for predicting the antibacterial efficacy of gold nanoparticles

Priya Mary and A Mujeeb

Experimental and triboinformatics approach for wear and friction prediction of AA7075 / B₄C / TiB₂ composites at elevated temperatures using machine learning techniques

Kumaravel A and Chakravarthi P

Engineering Research Express

Anomaly detection in 3D printing: deep learning and traditional machine learning approaches with IMU and acoustic data

Ahmed Shany Khusheef

Neuromorphic Computing and Engineering

Spike-timing-dependent plasticity and synaptic consolidation in Hfo₂ memristors for adaptive neuromorphic computing

Mostafa Shooshtari, Saeideh Pahlavan, Teresa Serrano Gotarredona and Bernabé Linares-Barranco

Neuromorphic dreaming as a pathway to efficient learning in artificial agents

Ingo Blakowski, Dmitrii Zendrikov, Giacomo Indiveri and Cristiano Capone

Physica Scripta

Inverse design of bending channel sound-absorbing structures with porous material by two-stage deep neural network model

Fangfang Cao, Qiuyu Zeng, Zhaowang Xia, Mou Wang, Chao Hou, Bin Li, Hong Hou and Baozhu Cheng

Biomedical Physics & Engineering Express

Artificial intelligence techniques in inherited retinal diseases: a review

Han Trinh, Jordan Vice, Zahra Tajbakhsh, Jason Charng, Khyber Alam, Fred K Chen and Ajmal Mian

Environmental Research Communications

HydroTrace: an interpretable attention-based AI for glacio-hydrological modeling

Cuihui Xia, Lei Yue, Deliang Chen, Yuyang Li, Ancheng Xue, Zhiqiang Li, Qing He, Guoqing Zhang, Dambaru Ballab Kattel, Lei Lei and Ming Zhou

Dual G.R.E.E.N circle: a mechanism and practical framework for promoting green consumption embedding generative AI

Mengjiao Yin, Wei Xu and Yueqi Wang

International Year of Quantum

Nano Futures

Roadmap on atomically-engineered quantum platforms

Soo-hyon Phark, Bent Weber, Yasuo Yoshida, Patrick R Forrester, Robertus J G Elbertse, Joseph A Stroscio, Hao Wang, Kai Yang, Leo Gross, Shantanu Mishra, Fabian Paschke, Katharina Kaiser, Shadi Fatayer, Jascha Repp, Harry L Anderson, Diego Peña, Florian Albrecht, Franz J Giessibl, Roman Fasel, Joaquín Fernández-Rossier, Shigeki Kawai, Laurent Limot, Nicolás Lorente, Berthold Jäck, Haonan Huang, Joachim Ankerhold, Christian R Ast, Martina Trahms, Clemens B Winkelmann, Katharina J Franke, Martina O Soldini, Glenn Wagner, Titus Neupert, Felix Küster, Souvik Das, Stuart S P Parkin, Paolo Sessi, Zhenyu Wang, Vidya Madhavan, Rupert Huber, Gagandeep Singh, Fabio Donati, Stefano Rusponi, Harald Brune, Eufemio Moreno-Pineda, Mario Ruben, Wolfgang Wernsdorfer, Wantong Huang, Kwan Ho Au-Yeung, Philip Willke, Andreas J Heinrich, Susanne Baumann, Sebastian Loth, Lukas M Veldman, Sander Otte, Christoph Wolf, Lisanne Sellies, Steven R Schofield, Michael E Flatté, Joris G Keizer and Michelle Y Simmons

Nanotechnology

Recent advances on neutron-irradiated point defects in h-BN for quantum applications

Shantanu Saha, Shrivatch Sankar and Shamsul Arafin

Journal of Physics D: Applied Physics

The effect of rapid thermal annealing on 1.55 μm InAs/InP quantum dots

Calum Dear, Jae-Seong Park, Hui Jia, Khalil El Hajraoui, Jiajing Yuan, Yangqian Wang, Yaonan Hou, Huiwen Deng, Qiang Li, Quentin M Ramasse, Alwyn Seeds, Mingchu Tang and Huiyun Liu

Quantum Science and Technology

Roadmap on Quantum Thermodynamics

Steve Campbell, Irene D’Amico, Mario Arnolfo Ciampini, Janet Anders, Natalia Ares, Simone Artini, Alexia Auffèves, Lindsay Bassman Oftelie, Laetitia P. Bettmann, Marcus V.S. Bonança, Thomas Busch, Michele Campisi, Moallison Ferreira Cavalcante, Luis Alberto Correa, Eloisa Cuestas, Ceren Burcak Dag, Salambô Dago, Sebastian Deffner, Adolfo del Campo, Andreas Deutschmann-Olek, Sandro Donadi, Emery Doucet, Cyril Elouard, Klaus Ensslin, Paul Erker, Nicole Fabbri, Federico Fedele, Guilherme Fiusa, Thomás Fogarty, Joshua Alexander Folk, Giacomo Guarnieri, Abhaya S. Hegde, Santiago Hernández-Gómez, Chang-Kang Hu, Fernando Iemini, Bayan Karimi, Nikolai Kiesel, Gabriel Landi, Aleksander Lasek, Sergei Lemziakov, Gabriele Lo Monaco, Eric Lutz, Dmitrii Lvov, Olivier Maillet, Mohammad Mehboudi, Taysa Mendes Mendonça, Harry J. D. Miller, Andrew K Mitchell, Mark Mitchison, Victor Mukherjee, Mauro Paternostro, Jukka P Pekola, Martí Perarnau-Llobet, Ulrich Georg Poschinger, Alberto Rolandi, Dario Rosa, Rafael Sánchez, Alan Costa Santos, Roberto S. Sarthour, Eran Sela, Andrea Solfanelli, Alexandre M. Souza, Janine Splettstoesser, Dian Tan, Ludovico Tesser, Tan Van Vu, Artur Widera, Nicole Yunger Halpern and Krissia Zawadzki

Quantum noise modeling through reinforcement learning

Simone Bordoni, Andrea Papaluca, Piergiorgio Buttarini, Alejandro Sopena, Stefano Giagu and Stefano Carrazza

Evidence of quantum scaling advantage in approximate optimization for energy coalition formation with 100+ agents

Naeimeh Mohseni, Thomas Morstyn, Corey O’Meara, David Bucher, Jonas Nüßlein and Giorgio Cortiana

Journal of Physics: Complexity

Advantage of deterministic entanglement transmission on Gaussian-state quantum networks

Yaqi Zhao, Kan He, Jinchuan Hou and Xiangyi Meng

Journal of Physics B: Atomic, Molecular and Optical Physics

One-step preparation of 3D Bell and 3D GHZ states with Rydberg atoms

Jiping Wang and Huapeng Liu

Distribution and revival of tripartite Einstein–Podolsky–Rosen steering in all-optical correlated noise channel

Shuqin Zhai, Xinyan Shi and Kui Liu

Journal of Physics A: Mathematical and Theoretical

Detecting k-nonseparability and k-partite entanglement with generalized skew information and mutually unbiased measurements

Xiaofei Qi, Yuyang Pang and Jinchuan Hou

On non-genuinely entangled quantum states by a regularized alternative minimization method

Jingwen Fan, Deren Han and Lin Chen

Journal of Physics: Condensed Matter

Emergent symmetries in prethermal phases of periodically driven quantum systems

Tista Banerjee and K Sengupta

Materials Research Express

Evolution of magnetic state with nanoparticle size in electron-doped cuprate Eu_1.85Ce_0.15CuO_4+α−δ

Devi Nurmalasari, Suci Winarsih, Rosaldi Pratama, Anita Eka Putri, Utami Widyaiswari and Risdiana Risdiana

Investigating structural, vibrational, electronic, and optical properties of W_0.5Mo_0.5S2_xSe_2(1−x) layered quaternary alloys using ab initio for optoelectronic applications

Melak Birara Dagnaw, Abebe Belay Gemta, Kunsa Haho Habura, Fekadu Tolessa Maremi, Gashaw Beyene Kassahun, Desta Regasa Golja, Dereje Gelanu Dadi and Tesfaye Feyisa Hurisa

Engineering Research Express

Design of optimized and energy efficient single-bit comparator using quantum dot cellular automata

Aswathy N, Siva Mangai N M and Rahul Krishnan

Physica Scripta

Quantum teleportation of incomplete multi-quantum systems

Yingqi Wu, Yuanfeng Jin, Yang Liu and Gang Lyu

High-sensitivity detection of tetracycline using phosphorus-doped carbon quantum dots prepared by pyrolysis method as fluorescent probes

Cunjin Wang, Zixin Ma, Zhuoru Yao, Peipei Li, Jing Zhang, Weijie Zhang, Xiaoliang Zhao and Huanxian Shi

Nano Express

Metal-semiconductor Schottky diode with Landauer’s formalism

Antonio Di Bartolomeo, Kimberly Intonti, Luciano Peluso, Rosangela Di Marco, Gerardo Vocca, Francesco Romeo, Filippo Giubileo, Alessandro Grillo and Elif Orhan

Multiple-nanowire superconducting quantum interference devices: critical currents, symmetries, and vorticity stability regions

Cliff Sun and Alexey Bezryadin

Sustainability

JPhys Energy

Electrocatalytic CO₂ reduction to C₂₊ products by non-Cu-based electrocatalysts: challenges and perspectives

Yuhang Ye, Chaoyu Ren, Zichao Xi, Qiao Chen, Ho Seok Park, Huanyu Jin and Hui-Ming Cheng

Environmentally sustainable valorization of CO₂ to green methanol

Rabecca Mutheu Maithya, Sung Geon Lee, Jae Sung Park and Chungseok Choi

Direct recycling of cathode scrap: retain or remove residual binder and conductive carbon additives?

Stiven López Guzmán, Cristina Luengo, Marine Reynaud, Montse Galceran and Marcus Fehse

Sustainability Science and Technology

Economic and environmental impact of recovering and upgrading lignin via the ALPHA process on an ethanol biorefinery

Daniel Kulas, Rob Handler, Graham Tindall, Bronson Lynn, Mark Thies and David Shonnard

Emerging trends in sustainable energy system assessments: integration of machine learning with techno-economic analysis and lifecycle assessment

Ebrahimpourboura Zahra, Mosalpuri Manish, Jonas Baltrusaitis, Dubey Pallavi and Mba Wright Mark

Microalgal-mediated circular reuse of polymer membrane manufacturing wastewater

Sebastian Overmans, Barbara Bastos de Freitas, Martin Gede, Claudia Oviedo, Gyorgy Szekely and Kyle J Lauersen

Materials Research Express

Sustainable thermoplastic starch biocomposites reinforced with crude banana biomass using dual-function deep eutectic solvents for fiber pretreatment and starch plasticization

Anh Tuyet Phung Thi, Thuy Xuan Vu, Chien Van Nguyen and Yen Hai Dao

Advanced anode design with PAN-lignin fiber and B, P-co-doped graphitic carbon nitride composites for sustainable lithium-ion battery applications

Ismail O Koklu, Nihan Aydemir, Osman Eksik, Elanur Kalkan, Refik Arat, Korhan Şahin, Sibel Yazar and Melih Besir Arvas

Development of hybrid materials from polypropylene and electronic waste plastics: characterization and potential application

Giovanni Savini, Philipe A P Silva, Virginia S T Ciminelli, Daniel Majuste and Rodrigo L Oréfice

Evaluation of the yield, morphology, purity, and crystal properties of calcium oxide and hydroxyapatite derived from Charru Mussel (Mytella strigata) shell waste

Bridjet Merto, Gerard Ian Pingoy, Lornie Grace Sabugaa, Kit Dominick Don Valle, Zesreal Cain Bantilan, Arnold A Lubguban, Maria Sheila K Ramos and Ronald P Bual

Study on mechanical properties and modification mechanisms of construction waste soil modified by activated clay-calcium carbide slag

Fang Zhang, Zhimin Cao, Hongxiang Wu, Hao Wu and Wei Wang

Engineering Research Express

Performance evaluation and compressive strength prediction of recycled composite micro-powder concrete

Xiao Guan, Pengge Hou, Jia Sun, Jisheng Qiu, Yuan Zhang and Fei Li

Energy performance evaluation and multi-type design optimization in green buildings based on BIM and fuzzy algorithm

Shaonan Li

Neuromorphic Computing and Engineering

Melanin/PEDOT:PSS organic synaptic transistors: a step towards sustainable neuromorphic applications

Natan L Nozella, Guilherme S Selmi, Nayrim B Guerra, Marcelo R Piton, Carlos F O Graeff* and Rafael F de Oliveira

Measurement Science and Technology

Integrating advanced remote sensing technologies and machine learning in urban forestry: a comprehensive review and future outlook

Mustafa Zeybek

Smart Materials and Structures

Spatial and temporal characterization of living mycelium through dispersion analysis

Bao Zhao, Sophia Ganzeboom, Marcus Haywood-Alexander, Eleni Chatzi and Vasilis Dertimanis