Formalism of Quantum Mechanics From the Point of View of Machine Learning [in Russian]
Slides:
Speaker: Alexander Lobashev, Skoltech
This talk will be devoted to an introduction to quantum mechanics from the point of view of machine learning. We briefly review the main ideas of classical mechanics and related concepts from Hamiltonian Monte Carlo methods: the Hamilton’s equations and the principle of least action. After that, we introduce stochasticity into the Hamilton equations and, using the Fokker-Planck equation for the probability distribution function, we arrive at the Schrödinger equation. After introducing the basic axioms of quantum mechanics, we will discuss its main features, such as the noncommutativity of observables, the uncertainty principle, and entanglement. Finally, we will review the path integral formulation of quantum mechanics and see some analogies between the approximation of path integrals and ensemble methods in deep learning.
10 views
12
4
2 months ago 00:44:02 1
Basstardos / The Black Room Sessions - Full Concert - LIVE
2 months ago 00:06:03 1
ANCIENT EGYPTIAN LOVE SONG
2 months ago 00:25:37 4
Deuce Formerly From Hollywood Undead | Interview 2024 - Episode 1
2 months ago 00:08:44 1
Biden apologizes to Native Americans for abuse endured during Federal Indian Boarding Schools Era
2 months ago 00:12:02 1
Don’t JUST say “How are you?“ | Ինչպե՞ս են լ
2 months ago 01:03:22 1
SUPERCUT: Lex Fridman’s Interview w/ Neuralink Team (63 Minutes)
2 months ago 11:54:59 1
LIVE | Putin’s Full BRICS Speech In English: Huge Message To West Amid Israel, Ukraine Wars | Russia
2 months ago 00:00:39 1
#Pope #Francis #Concludes #Synod #Without #Major #Reforms for #Women’s #Role in #Catholic #Church
2 months ago 00:01:12 1
THE BESTS #2🔥 Mongolia Olympic outfits Mongolian Robe
2 months ago 01:11:49 1
“Апельсиновые будни“ / “Apelsin days” : все, что вы хотели узнать о школе “Апельсин“
2 months ago 00:02:24 1
Пётр Ильич Чайковский - Марш из балета “Щелкунчик“(Peter Tchaikovsky - March)
2 months ago 00:43:59 1
Inside a $55,000,000 OCEANFRONT California Mega Mansion
2 months ago 01:20:21 1
Speaking English Practice Conversation | Questions and Answers English Conversation With Subtitle
2 months ago 00:00:18 1
241060-Is it difficult to lose weight on your stomach? Give it a try.
2 months ago 00:03:12 1
Rihanna - Jesus is Lord (This Is An AI Music Video)
2 months ago 00:00:32 42
Putin Hosts BRICS Summit With Leaders From the Global South
2 months ago 00:00:15 1
Sigma🗿~ RAISE YOUR DAUGHTER ~ #motivation #inspiration #shorts
2 months ago 00:17:25 6
Fall-Winter 2024 | Fashion Show | Versace
2 months ago 01:28:28 1
UFO Contact from the Pleiades – Part 2: Interview with Brit Elders
2 months ago 00:00:26 1
China’s Xi, India’s Modi Meet on Sidelines of Russia’s BRICS Summit
2 months ago 00:05:31 1
King Charles and Queen Camilla Arrive in Samoa For Commonwealth Summit
2 months ago 00:02:40 1
SACRE-COEUR - PARIS (Montmartre - Paris, France 4K)
2 months ago 00:00:00 1
Kazan, Russia | BRICS Summit 2024| Vladimir Putin greeted leaders of BRICS countries |gala dinner