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Generative Model for Constructing Reaction Path from Initial to Final States.
J Chem Theory Comput
January 2025
Preferred Networks, Inc., Tokyo 100-0004, Japan.
Mapping the chemical reaction pathways and their corresponding activation barriers is a significant challenge in molecular simulation. Given the inherent complexities of 3D atomic geometries, even generating an initial guess of these paths can be difficult for humans. This paper presents an innovative approach that utilizes neural networks to generate initial guesses for reaction pathways based on the initial state and learning from a database of low-energy transition paths.
View Article and Find Full Text PDFLoad-Shifting Strategies for Cost-Effective Emission Reductions at Wastewater Facilities.
Environ Sci Technol
January 2025
Department of Civil and Environmental Engineering, Stanford University, 473 Via Ortega, Stanford, California 94305, United States.
Significant hourly variation in the carbon intensity of electricity supplied to wastewater facilities introduces an opportunity to lower emissions by shifting the timing of their energy demand. This shift could be accomplished by storing wastewater, biogas from sludge digestion, or electricity from on-site biogas generation. However, the life cycle emissions and cost implications of these options are not clear.
View Article and Find Full Text PDFWhat Do We Know About Speech-Language-Hearing Practice in Vocal Care for Transgender People? A Scoping Review.
J Voice
January 2025
School of Medicine - University of São Paulo (FM-USP), Speech Therapy, Physiotherapy and Occupational Therapy Department, São Paulo, São Paulo, Brazil. Electronic address:
Objective: To systematically assess the current state of speech-language-hearing (SLH) practices in health services addressing vocal care for transgender individuals, aiming to identify key themes and gaps in the existing body of knowledge.
Methods: This scoping review was based on the Joanna Briggs Institute manual and followed the recommendations of the Preferred Reporting Items for Systematic reviews and Meta-Analyses-Extension for Scoping Reviews. It was registered with the Open Science Framework Open Source 10.
Mismatch in productivity calculated from wRVU metric and the actual number of images in musculoskeletal radiographic studies.
Curr Probl Diagn Radiol
January 2025
Department of Radiology, UT Southwestern Medical Center, United States; Department of Orthopedic Surgery, UT Southwestern Medical Center, United States.
The work relative value unit (wRVU) measures the physician's work involved in performing a service and is commonly used to quantify physician productivity. A critical component factored in wRVUs is the time required to perform a service. In musculoskeletal radiology, this time correlates directly with the number of images produced per radiograph.
View Article and Find Full Text PDFPremed Pressure: Examining whether premed students experience more academic stress compared to non-premeds.
Adv Physiol Educ
January 2025
Research for Inclusive STEM Education Center, School of Life Sciences, Arizona State University.
Academic stress is one of the primary factors threatening university students' well-being and performance. Undergraduate students who are working towards applying to medical school, defined as being on the pre-medicine or "premed" pathway, are suspected to have higher academic stress compared to their peers who are not premed. However, what factors contribute to academic stress for premed students is not well understood.
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