IEA says EVs will displace 10m b/d of oil by 2035. But that’s fiction It assumes every EV replaces a gas car 1:1 and includes diesel LPG. A simple curve check suggests just 1.9m b/d—off by 5x. This is what Renewable Derangement Syndrome looks like. #EVs #IEA #oildemand #gasoline #energymodels #IEAWEO2025 #RenewableDerangementSyndrome #EnergyBlindness

🔋🌎 ¿Cómo se transforma la región a través de la energía? Desde #Olade, impulsamos herramientas prácticas para el análisis y financiamiento de proyectos energéticos. En nuestro curso “Financiamiento de Proyectos de Energías Renovables con Enfoque en Flujo de Caja”, más de 500 participantes de toda la región están aprendiendo a modelar sistemas eléctricos reales con energías como solar, hidroeléctrica, biomasa, gas natural y geotermia. 📊 "El desafío es construir un modelo que nos permita entender cómo interactúan las energías renovables dentro de un sistema eléctrico real." Eco. @mmedinaceli 🔍 Durante el curso, abordamos temas como la eficiencia energética, los costos variables y las tarifas aplicadas a cada tipo de proyecto: 💬 "Queremos ver cómo cambia el flujo de caja cuando cambian variables como el precio del gas o la eficiencia de una planta." 🗣️ "No pretendemos un modelo detallado de la vida real, pero sí uno suficientemente robusto para tomar decisiones." 🧠 "El objetivo es entender cómo la política pública y el sector privado pueden integrarse a esta nueva realidad energética." #Olade #EnergíaRenovable #TransiciónEnergética #CapacitaciónOlade #FlujoDeCaja #DesarrolloSostenible #ModelosEnergéticos #Latinoamérica #MauricioMedinaceli 🔋🌎 How is the region transforming through energy? At #Olade, we promote practical tools for the analysis and financing of energy projects. In our course "Financing Renewable Energy Projects with a Cash Flow Approach", over 500 participants from across the region are learning to model real electric systems using solar, hydro, biomass, natural gas, and geothermal energy. 📊 "The challenge is to build a model that allows us to understand how renewable energies interact within a real power system.” Eco. @mmedinaceli 🔍 During the course, we address key topics such as energy efficiency, variable costs, and the rate structures applied to each type of project: 💬 "We want to see how the cash flow changes when variables like gas prices or plant efficiency change." 🗣️ "We’re not aiming for a detailed real-life model, but for one robust enough to support decision making." 🧠 "The goal is to understand how public policy and the private sector can integrate into this new energy reality." #Olade #RenewableEnergy #EnergyTransition #OladeTraining #CashFlow #SustainableDevelopment #EnergyModels #LatinAmerica #MauricioMedinaceli

Energy-based generative models for monoclonal antibodies • This study introduces a novel energy-based generative model to optimize monoclonal antibodies, addressing trade-offs in affinity, solubility, and humanness. By generating antibodies near the Pareto front, it ensures improved therapeutic profiles while maintaining critical biophysical properties. • The approach integrates predictive models trained on large datasets to estimate key antibody properties, effectively balancing human-like characteristics and desired functionalities. This methodology leverages Bayesian optimization and energy-based sampling for diverse, optimized antibody candidates. • By incorporating GFlowNet and Metropolis Hastings sampling, the model provides a structured yet exploratory framework. It balances diversity and property optimization, demonstrating the ability to explore beyond the limitations of experimental datasets. • The application to SARS-CoV-2 spike protein peptide optimization highlights its practical utility, with the potential to scale for other therapeutic targets. It exemplifies advancements in high-throughput computational tools to accelerate drug discovery pipelines. • This framework is particularly notable for single-round optimization with minimal wet-lab validation, offering a cost-effective, scalable solution for antibody lead optimization. 📜Paper: arxiv.org/abs/2411.13390 #AntibodyDesign #MachineLearning #EnergyModels #DrugDiscovery #GenerativeModels #AI

Open source #energymodels act like life-saving #compass that never fails to guide one through the vast desert. They provide you precise info on your current spot & propose the best route to reach desired destination! #MadeinIndiaIDEEA #netzero #indianetzero

As part of a collaborative industry whitepaper we’re seeking feedback on how #energymodels are currently being used & shared in projects, as well as the challenges & benefits of using these models from #buildingdesign into #operation. Take the survey: bit.ly/3KK6LDc

⁉Eager to find out more about the I2AM PARIS modelling platform? 🌐 Visit the #iamcompact website: iam-compact.eu or 💠 Explore the I2AM PARIS Platform: i2am-paris.eu #climatepolicy #energymodels #parisagreement @cinea_eu @andreas_pal

🤝🏻We thank you for following our project in 2022. Next year we will continue to fight for the #environment by developing new #energymodels💡. 🥂Happy New Year!

⚡Why should #energymodels integrate #social and #environmental factors? Our new #paper examining the impact of ignoring such factors through comparing model results to model user needs and real-world observations is now published at @ElsevierEnergy! 🔗sciencedirect.com/science/ar…

New #openaccess paper in ERSS explaining why #environment and #social aspects matter in #energymodels and #energypolicy. From our @SentinelEnergy project with colleagues of @ICTA_UAB @IASS_Potsdam & #UPCR. authors.elsevier.com/a/1fnOJ…

The paper focuses on the analysis of Multi #EnergySystems, recognized as a key solution to match final users’ needs. 👉 Read in the #REHVAJournal: buff.ly/34iExgW 🟢 Subscribe and receive your copy 📗 buff.ly/3ogcCW6 #EnergyTransition #EnergyModels #Simulation

Tune into #EnviroResearch2021 at 14:40 GMT and join the conversation as @RebekahGShirley from @WorldResources discusses integrated #energymodels in sub-Saharan Africa. Register here: ow.ly/ssAK50GNKr0

❓Are #energymodels becoming better suited or just more complex? 🗞 New paper published by @SentinelEnergy #Horizon2020 project in #ENERGY journal analyses similarities & differences betw/ model improvements & #userneeds! Find it here👇🏼 sciencedirect.com/science/ar… @digreenenergy

.@SentinelEnergy published an interesting paper on factors that foster or hinder the use of #energymodels in policy-making. Read the paper here: sciencedirect.com/science/ar… #sisterproject #whyh2020 #energysystemmodelling

It's the final day of #EMPE2021 Explore the Energy Systems Modelling collection across @F1000Research and @OpenResearch_EU in support of papers from #EMPE2021 #energymodels @open_ENTRANCE @SentinelEnergy

🧐At yesterday's session at #EMPE2021, 'Making Energy Models more relevant for Policy-making', @SentinelEnergy partners presented their paper📜shedding light on factors that foster or hinder the use of #energymodels in policy-making🔼🔽 Read the paper👉🏽sciencedirect.com/science/ar…

We show that there is a need for a better representation of #socialaspects in #energymodels, and that there is a high potential to improve this by combining different model types and conducting #interdisciplinary research. (2/7)

How to include individual behavioural changes into #energymodels for #decarbonisation targets?🤔 Look no further! The @whyh2020project toolkit looks into assessing policy measures by incorporating behavioural aspects in #energysystemmodels Watch clip 👉youtube.com/watch?v=5JXr6W5t…

#electricity is essential. When we use it and how much of it we need depends on our lifestyle. Discover how energy consumption patterns feed #energymodels & what this means for #airpollution with Carlos Quesada at the WHY Open Day during the #EUGreenWeek buff.ly/3urCUWc

⚡#energymodels and #airpollution?⚡ WHY Open Day is the link! Cruz Borges researches on #energyefficiency validation, applying #AI. He explains why people should invest in #energytransition. Learn more & Register: buff.ly/3urCUWc #whyh2020 #EUGreenWeek @ClimatAlliance

📢 @SentinelEnergy's article on rel betw policymaking & #energymodels 💡 Findings? Models influence policymaking, but can be instrumentalised by policymakers to justify set policies ⚡ Implications? More transparency & #opendata = More legitimacy & impact! sciencedirect.com/science/ar…