Articles tagged with Potential Energy
Researchers developed FuelProp-LM, a unified AI framework predicting multiple fuel properties from molecular SMILES strings. The model outperformed conventional machine learning baselines, offering high accuracy, data scalability, and deployment ease.
Researchers propose a data-driven forecasting approach to predict DER adoption patterns and quantify uncertainty for more informed decision making. The framework provides plausible adoption scenarios, enabling utilities, regulators, and planners to make strategic investments and plan for long-term infrastructure needs.
Researchers at the University of Toronto and the University of Ottawa have discovered large volumes of natural hydrogen in the Canadian Shield, which could provide a domestic source of cost-effective energy. The study suggests that harnessing this resource could reduce greenhouse gas emissions and support local industry hubs.
Researchers at National Institutes for Quantum Science and Technology developed a technique to decompose polytetrafluoroethylene (PTFE) into gaseous products using electron beam irradiation. This process reduces energy required by 50% compared to traditional methods, making large-scale recycling of fluoropolymers more viable.
Researchers at WVU have designed a fuel cell that can switch between storing and generating electricity, making it suitable for balancing an overwhelmed US electrical grid. The new design, called conformally coated scaffold, stays stable even at high temperatures and humidity levels.
The Harvard robot uses latch-mediated spring actuation to jump high and cover long distances relative to its size. It combines walking and jumping modes for effective navigation in natural environments.
Researchers find that intense laser pulses cause tunnel ionization, generating photocarriers and altering the lattice energy surface, leading to ultrafast melting of wide-gap ceramic materials like MgO. The study demonstrates a universal microscopic mechanism for laser-induced phase transitions.
Researchers analyzed a thermophotovoltaic system paired with phase-change materials for energy storage and found slight reductions in costs. The study identified key factors affecting TPV system costs, highlighting the need for future research to improve adoption and efficiency.
Researchers at Worcester Polytechnic Institute have discovered a new method to create high-performance alkaline batteries using iron and silicate. The process suppresses hydrogen gas generation, improving the energy efficiency of battery systems.
Researchers are studying the rift to access naturally occurring hydrogen, which could yield vast amounts of clean energy. The data is promising, and scientists believe it's possible to store and access trapped hydrogen in the rift.
A new study suggests that using state-of-the-art energy efficiency technologies can enable Europe's construction sector to almost eliminate its carbon emissions by 2060. Employing technologies like solar energy and heat pumps can reduce total energy used for heating and cooling buildings by up to 97%.
A research team has successfully created and observed extreme conditions with a much smaller laser than before. They used a copper wire finer than a human hair to simulate the pressure and temperature of stars and planets, reaching densities eight times higher than normal copper and temperatures of 100,000 degrees Celsius.
Researchers developed a new type of temperature-adaptive radiative cooling device with improved performance, reducing solar absorptance by 7.54% and increasing emissivity by 13.3%. This advancement holds promise for optimizing energy use and advancing sustainable thermal management solutions.
Researchers develop energy-efficient chitinous films that can generate mechanical movement and produce electricity without external power. The films exhibit adaptability and molecular changes in response to environmental changes, enabling applications in engineering and biomedical fields.
An Aston University researcher has overturned a fundamental principle in construction by showing that a hanging chain and an arch are incompatible mechanical systems. This finding highlights the limitations of traditional analogies used to design and assess curved structures.
Researchers developed a novel way to store energy by transporting sand into abandoned underground mines, creating a long-term energy storage solution. The technology generates electricity when the price is high and stores it when cheap, making it an effective and cost-efficient alternative to traditional batteries.
A new study finds that autonomous vehicles could consume enough energy to generate significant greenhouse gas emissions, highlighting the need for rapid advancements in hardware efficiency. To mitigate this, researchers recommend more efficient autonomous vehicles with smaller carbon footprints.
Researchers mapped strategies to minimize impact of mining on rare plants, finding that protecting 30% of threatened species can ensure long-term survival. The model optimizes energy project placement to balance space use and minimize harm.
Researchers discovered that dormant bacterial spores can evaluate their environment without waking up, using stored electrochemical energy to determine favorable conditions. They found that spores release their energy to perform a computation about their surroundings, similar to how neurons operate in the brain.
Researchers at MIT develop a new flow model that optimizes individual turbine control to maximize wind farm energy production. The algorithm increases energy output by up to 32% in real-world experiments, with potential gains of over $1 billion per year.
Researchers have successfully mapped the potential energy surfaces of individual water molecules in liquid water at room temperature and normal pressure. This breakthrough uses X-ray analysis and statistical modeling to reveal the complex behavior of water molecules, shedding light on their role as a solvent.
Researchers propose a novel gravitational-based storage solution using lifts in tall buildings to store energy. The system, called Lift Energy Storage Technology (LEST), stores energy by lifting wet sand containers or other high-density materials.
Researchers at NYU Abu Dhabi have discovered that organic crystals can efficiently convert energy, meeting the needs of advanced technologies such as soft robotics and artificial muscles. The material's ability to expand and contract repeatedly without deterioration makes it suitable for applications in electronics.
Researchers propose a novel pathway to realizing hot carrier solar cells, which can exceed the typical efficiency limit on solar cells. The approach involves isolating hot carriers within higher energy valleys in semiconductors, reducing energy loss to heat.
Researchers developed Electric Truck Hydropower to harness the potential of steep mountain ranges, generating 1.2 PWh electricity per year, equivalent to 4% of global energy consumption. The technology uses existing road infrastructure and regenerative brakes to convert water into electricity.
Scientists create triatomic molecules by applying radio-frequency pulse to an ultracold mixture of sodium and potassium atoms. The resulting association signal suggests a strong binding between the molecules.
Dr. Mohammad Al Hashmi's research focuses on reducing energy consumption in residential buildings in hot and arid climates using renewable energy systems such as solar and wind power. His framework combines building interventions and clean energy approaches to minimize environmental impact.
The Basque Country has significant potential for recovering and reusing industrial waste heat, with Bizkaia province showing the highest concentration. The research found that 90% of companies with waste heat temperatures above 400°C can recover their investment within five years.
Researchers at University of Illinois at Urbana-Champaign discover that applying mechanical force can deliberately alter chemical reactions, allowing for increased chemical selectivity. By manipulating atomic motions, chemists can overcome energy barriers and achieve desired outcomes, opening up new possibilities for chemical production.
Researchers have created a method to selectively process surfaces on an atomic scale, leaving one layer intact while perforating another. By utilizing highly charged ions, they can anchor metals on ultra-thin layers, enabling the creation of new materials with promising properties.
A new study found that telecommuting may have limited energy savings due to increased travel for recreation and other purposes. Studies with more rigorous methodologies showed less clear-cut results, highlighting the complexity of modern work patterns.
Researchers developed a method to simulate fullerene complexes, which can help understand their electron acceptor properties and electrostatic potential energy. The new model provides a better understanding of the relationships between electrons and fullerenes.
Russian scientists propose a new classification of symmetry groups in crystal space, considering geometric limitations on atomic arrangement. The approach determines forbidden regions with specific spatial symmetries, classifying 230 groups into 33 classes.
Researchers developed an algorithm to identify the stress-induced breakdown of molecular bonds, enabling efficient chemical synthesis and catalysis. The algorithm can be applied to any molecule, including biological ones, and has implications for various applications such as molecular machines and catalyst design.
A new method for analyzing data from atomic nucleus collisions has been developed, revealing wavy energy potential patterns that were previously considered anomalous. The study uses these patterns to gain insight into the physical characteristics of colliding nuclei.
Researchers at Sandia National Laboratories have developed computationally efficient methods to approximate potential energy surfaces, allowing for the detailed study of complex hydrocarbon molecules. The technique speeds up quantum mechanical computations by exploiting the low-rank structure of potential energy surfaces.
A new study found that US tornado clusters are becoming more frequent and intense over the past 50 years, with an estimated doubling of extreme outbreaks from 1965 to 2015. The data suggests that climate change is not a primary driver of this trend, and other factors such as low-frequency climate variability may be at play.
Scientists have successfully mapped the potential surface of a small molecule, acetone, using resonant inelastic X-ray scattering. This technique provides direct access to the ground state potential energy surface around selected atomic sites, enabling researchers to study hydrogen bonding and its effects on molecular behavior.
Researchers propose using tiny robots driven by magnetic potential energy from MRI scanners to treat hydrocephalus and other conditions. The robots can be steered out of the body after treatment, eliminating the need for invasive surgeries.
Scientists report that household sewage has nearly 20% more energy potential than previously estimated, offering a new avenue for extracting methane, hydrogen, and other fuels from wastewater. The discovery could transform treatment facilities into energy sources, reducing their energy drain.
Researchers measure forces exerted on elephants to determine their movement patterns, finding that high-speed elephants exhibit characteristics of both running and walking. The study reveals that elephants' cost of transport is low due to efficient energy conversion, with a step frequency higher than expected.
A team from Harvard University led by Vinothan Manoharan and Michael Brenner presents clues to how groups of atoms and molecules favor less symmetrical geometric patterns. Entropy plays a key role in the formation of these complex structures, which are more likely to occur due to their flexibility.