Resource-Efficient Acoustic Full-Waveform Inversion via Dual-Branch Physics-Informed RNN with Scale Decomposition by Cai Lu, Jijun Liu, Liyuan Qu, Jianbo Gao, Hanpeng Cai, Jiandong Liang

“…However, these approaches demand considerable storage to capture spatiotemporal seismic wave propagation fields and their gradient information, often exceeding the memory capabilities of current GPU resources during field data processing. This study proposes a full-waveform inversion method utilizing a dual-branch PIRNN architecture to effectively minimize GPU resource consumption. …”
Get full text

A metaheuristic approach to model the effect of temperature on urban electricity need utilizing XGBoost and modified boxing match algorithm by Nihuan Liao, Zhihong Hu, Davud Magami

Get full text

Dragon fruit (Hylocereus spp.) as a potential crop for nutraceutical properties, livelihood enhancement and climate change mitigation by Mangalambika Balaji, Utpal Das, Rahul Vashishth

Get full text

Assessment of Low-Carbon Utilization in Territorial Space and Identification of Its Driving Factors: A Case Study of the Yangtze River Economic Belt in China by Liangzhao Chen, Peng Tang, Jinhua Li, Junming Li

Get full text

The biological functions of proanthocyanidin and its application in pig production by Aiying Yu, Lingli Sun, Lingli Sun, Lian Chen, Dan Wang, Zhiyi Li, Yuan Wang, Zhenjiang Wang, Sen Lin

Get full text

Sustainable Material Cutting Optimization Using Deep Q-Networks: A Reinforcement Learning Approach for Resource Efficiency by Chen Linxuan

Get full text

Optimal Bidding Capacity of Virtual Power Plant Incorporating Power-to-X Resources on Day-Ahead Energy Market by Kyeong-Hee Cho, Hyung-Chul Jo, Wanbin Son, Soon-Young Kwon, Gilsung Byeon

“…This study modeled the diverse characteristics of P2X resources and established objective functions and constraints. …”
Get full text

Long-term yak-grazing alters the plant fine-root resource acquisition strategies in Tibetan alpine meadow by Haiyang Gong, Tserang Donko Mipam, Josep Peñuelas, Jordi Sardans, Youcun Suo, Nan Jia, Heng Huang, Wei Wang, Qingping Zhou, Zhiqiang Wang

“…Understanding how fine-root resource acquisition strategies respond to yak grazing is critical for comprehending the structure and functioning of alpine meadow ecosystems. …”
Get full text

Characterizing the content and quality of internet resources on exercise training in Ehlers-Danlos Syndromes and generalized hypermobility spectrum disorder. by Jillian Dhawan, Sahar Sohrabipour, Ali Salman Al-Timimi, Brenawen Elangeswaran, Omer Choudhary, Noor Al Kaabi, Megha Ibrahim Masthan, Daniel Santa Mina, Laura McGillis, Wing Ting Truong, Encarna Camacho Perez, Jane Schubart, Mark Lavallee, Timothy Sheehan, Neyha Cherin, Nimish Mittal, Hance Clarke, Rebecca Bascom, Dmitry Rozenberg

“…<h4>Background</h4>Individuals with Ehlers-Danlos Syndromes (EDS) and Generalized Hypermobility Spectrum Disorder (G-HSD) experience musculoskeletal joint instability, cardiopulmonary manifestations, and functional limitations with online exercise resources commonly utilized. …”
Get full text

Membrane modification strategies for virus removal from water by Yang Li, Xueye Wang, Lehui Ren, Ruobin Dai, Zhiwei Qiu, Huimin Zhou, Zhiwei Wang

Get full text

Research progress and new thoughts for high-value utilization of low-rank coal according to the future “dual-carbon” policy by Junkai CHONG, Guangchao HU, Jianming GAO, Xiangtao HUO, Min GUO, Fangqin CHENG, Mei ZHANG

“…The preparation of high-value carbon nanomaterials such as carbon dots, nanodiamonds, and graphene from coal can enable the high-value, clean, and efficient utilization of coal. However, these high-value materials are typically produced using high-rank coal as the raw material and strong-acid-oxidation methods that generate secondary pollution and waste valuable residual coal resources. …”
Get full text

Mechanistic insights into phosphorus transformation mediated by Arthrobacter and Sordariomycetes under long-term high-volume swine manure application in a wheat-rice rotation syste... by Chunlong Zhang, Chunlong Zhang, Shuang Zhang, Xiaoyan Tang, Bin Zhang, Dejun Liu, Zepeng Yang, Rong Huang, Yingjie Wu, Qi Tao, Youlin Luo, Changquan Wang, Bing Li

“…IntroductionUnderstanding the impacts of sustained high-input swine manure on soil phosphorus (P), along with identifying and functionally characterizing P-associated microorganisms, can provide a scientific foundation for effective management of soil P in relation to swine manure application. …”
Get full text

Energy-Efficient Design of Immigrant Resettlement Housing in Qinghai: Solar Energy Utilization, Sunspace Temperature Control, and Envelope Optimization by Bo Liu, Yu Liu, Qianlong Xin, Xiaomei Kou, Jie Song

Get full text

Escaping the rigidity trap: the functional spectrum of Tibetan formulas by Herbert Schwabl

“…Traditional medical systems, such as Tibetan medicine, exhibit flexibility and resilience by utilizing diverse plant species for similar therapeutic effects—the functional spectrum of a formula. …”
Get full text

On Explainability of Reinforcement Learning-Based Machine Learning Agents Trained with Proximal Policy Optimization That Utilizes Visual Sensor Data by Tomasz Hachaj, Marcin Piekarczyk

“…We publish all source codes so our experiments can be reproduced.…”
Get full text

Characteristics and Source-specific Health Risks of Ambient PM2.5-bound PAHs in an Urban City of Northern Taiwan by Yu-Chieh Ting, Chun-Hung Ku, Yu-Xuan Zou, Kai-Hsien Chi, Jhy-Charm Soo, Chin-Yu Hsu, Yu-Cheng Chen

“…Fifteen PAHs in PM2.5 were analyzed via gas chromatography tandem mass spectrometry (GC/MS-MS). We utilized a positive matrix factorization (PMF) model, diagnostic ratios, and potential source contribution function (PSCF) to identify the origins of PM2.5-bound PAHs. …”
Get full text

Creation of a Scientific System for Analyzing the Scientific Activities of a University as a Source of Innovation in the Production of Medicines by E. V. Sokolova, P. S. Guryanov, A. G. Salnikova, T. L. Malkova

“…The ability to fully utilize all the material, financial and human resources available to a university determines the possibility of effectively generating pharmaceutical innovations. …”
Get full text

RpiBeh offers a versatile open source solution for rodent behavior tracking and closed loop interventions by Yiqi Sun, Jie Zhang, Qianyun Wang, Jianguang Ni

“…Existing commercial systems are costly and inflexible for customization, while current open-source tools are often lack of real-time functionality and suffer from steep learning curve. …”
Get full text

Algal proteins for sustainable nutrition and functional food innovation by Fatima Saeed, Khadija Tul Zohra, Kinza Naveed, Aneeqa Zia, Muniba Khaliq, Zahra Noor, Kashaf Khaliq, Muhammad Asif Ali

“…However, continued research and advancements are required to fully utilize the potential of algal proteins in functional foods.In conclusion, algal proteins are a promising sustainable functional food ingredient, with implications for both the food industry and consumer health. …”
Get full text

The role of textured material in supporting perceptual-motor functions. by Dominic Orth, Keith Davids, Jon Wheat, Ludovic Seifert, Jarmo Liukkonen, Timo Jaakkola, Derek Ashford, Graham Kerr

“…Data provides unequivocal support for utilizing textured materials in young healthy populations for improving perceptual-motor performance. …”
Get full text