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Physics-Informed Neural Networks (PINNs) - Conor Daly | Podcast #120
Manage episode 414567039 series 3245084
Contenido proporcionado por Jousef Murad. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Jousef Murad o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
💻 Full tutorial: • Physics-Informed Neural Networks (PIN... Physics-Informed Neural Networks (PINNs) integrate known physical laws into neural network learning, particularly for solving differential equations. They embed these laws into the network's loss function, guiding the learning process beyond just data fitting. This integration helps the network predict solutions that are not only data-driven but also align with physical principles, making PINNs especially useful in fields like fluid dynamics and heat transfer. By blending data with established physics, PINNs offer more accurate and robust predictions, especially in data-scarce scenarios.
—————————————————————————————
🌎 Website: http://jousefmurad.com/
🌎 Technical Marketing for Your Business:
📥 Weekly free science insights newsletter:
🐤 Follow me on Twitter: @jousefm2
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131 episodios
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Manage episode 414567039 series 3245084
Contenido proporcionado por Jousef Murad. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Jousef Murad o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
💻 Full tutorial: • Physics-Informed Neural Networks (PIN... Physics-Informed Neural Networks (PINNs) integrate known physical laws into neural network learning, particularly for solving differential equations. They embed these laws into the network's loss function, guiding the learning process beyond just data fitting. This integration helps the network predict solutions that are not only data-driven but also align with physical principles, making PINNs especially useful in fields like fluid dynamics and heat transfer. By blending data with established physics, PINNs offer more accurate and robust predictions, especially in data-scarce scenarios.
—————————————————————————————
🌎 Website: http://jousefmurad.com/
🌎 Technical Marketing for Your Business:
📥 Weekly free science insights newsletter:
🐤 Follow me on Twitter: @jousefm2
📷 Follow me on Instagram: @jousefmrd
131 episodios
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Similar a The Engineered-Mind Podcast | Engineering, AI & Technology
Making It is a weekly audio podcast that comes out every Friday hosted by Jimmy Diresta, Bob Clagett and David Picciuto. Three different makers with different backgrounds talking about creativity, design and making things with your bare hands.
…
continue reading
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…
continue reading
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…
continue reading
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…
continue reading
An original podcast brought to you by the graduate students of the Department of Anthropology at The Ohio State University. Join us once as we explore the human experience! We are now a part of the Anthropology Public Outreach Program at The Ohio State University. Follow us @ohiostateAPOP
…
continue reading
Are you looking for more happiness, success and vitality in your life? Get inspired each week with Wellness Expert, Integrative Medicine Fellow & Keynote Speaker, Kristel Bauer. Live Greatly shares empowering conversations about life, wellness & success talking with top experts, athletes, celebrities, CEOs and other incredible individuals. Tune in for insights to thrive personally and professionally. It’s time to awaken your ultimate potential! Disclaimer: All of the information shared on th ...
…
continue reading
A science guy from the deep south (Destin) and a humanities guy from the wild west (Matt Whitman) discuss deep questions with varying levels of maturity.
…
continue reading
America is more divided than ever—but it doesn’t have to be. Open to Debate offers an antidote to the chaos. We bring multiple perspectives together for real, nonpartisan debates. Debates that are structured, respectful, clever, provocative, and driven by the facts. Open to Debate is on a mission to restore balance to the public square through expert moderation, good-faith arguments, and reasoned analysis. We examine the issues of the day with the world’s most influential thinkers spanning s ...
…
continue reading
The Art of Charm is where self-motivated people, just like you, come to learn from the company’s coaches about to how to master human dynamics, relationships, and becoming your best self with the help of Johnny and AJ, the company’s founders. Johnny and AJ bring their 11 years of coaching experience from their famous Bootcamps, where they host clients in Los Angeles from all over the world and they share their stories, best practices and themselves on this weekly podcast. Not only does The A ...
…
continue reading
Hosted by former Marvel entertainment lawyer Paul Sarker and entertainment enthusiast Mesh Lakhani, Better Call Paul will delve into the business and legal issues at play behind the glitz and glam. This show takes you beyond the catchy headlines to find out what’s really at play behind the scenes and gives you an introduction to the business side of show business.
…
continue reading
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