Abstract When crimson sentry norway maple particles are deposited at a fluid interface they tend to aggregate by capillary attraction to minimize the overall potential energy of the system.In this work, we embed floating millimetric disks with permanent magnets to introduce a competing repulsion effect and study their pattern formation in equilibri
Solving real-world optimization tasks using physics-informed neural computing
Abstract Optimization tasks are essential in modern engineering fields such as chip design, spacecraft trajectory determination, and reactor scenario development.Recently, 2649-20 machine learning applications, including deep reinforcement learning (RL) and genetic algorithms (GA), have emerged in these real-world optimization tasks.We introduce a
Promoting Affirmative Transgender Health Care Practice Within Hospitals: An IPE Standardized Patient Simulation for Graduate Health Care Learners
Introduction Transgender patients frequently experience discrimination within health care settings due to provider lack of knowledge and bias resulting in poor service delivery.Team-based interprofessional collaboration is becoming a best practice for health professionals to improve patient-centered care and address these health disparities.Methods
Precocious germination and its regulation in embryos of triticale caryopses
Triticale var.Lasko embryos, isolated from grain gathered at milk ripeness, the beginning of wax ripeness and at full ripeness, were allowed to germinate for 48 h on agar with glucose.The highest incorporation of tritiated adenosine into polyribosomal RNA during germination was found in the ribosome fractions from embryos of grain gathered at full
Identification of novel toxins associated with the extracellular contractile injection system using machine learning
Abstract Secretion systems play a crucial role in microbe-microbe or host-microbe interactions.Among these systems, the extracellular contractile injection system (eCIS) is a unique bacterial and archaeal extracellular secretion system that injects protein toxins into target organisms.However, the specific proteins that eCISs inject into target cel