All articles starting with D
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Deep Potential Smooth Edition
Deep Potential Smooth Edition (DeepPot-SE) is an end-to-end machine learning model of the inter-atomic potential energy surface, developed by Linfeng Zhang, Jiequn Han, and Weinan E, among others.
Deep Purple
Deep Purple, English hard rock band formed in 1968, pioneers of heavy metal alongside Led Zeppelin and Black Sabbath; Mark II classics In Rock and Machine Head, "Smoke on the Water", 2016 Rock Hall induction, current lineup with Simon McBride and 2024 album =1.
Deep Purple (album)
Deep Purple (1969) is the English band's self-titled third studio album, the last by the Mark I lineup, released on Tetragrammaton (US) and Harvest (UK), featuring the orchestral suite April and a Bosch cover painting.
Deep Purple in Rock
Deep Purple in Rock (1970), Harvest SHVL 777, is Deep Purple's fourth studio album and first Mark II lineup record with Gillan and Glover; UK No. 4 for 68 weeks, featuring Child In Time.
Deep Q-learning
Deep Q-learning is a reinforcement learning method using a deep neural network to approximate action values; its DQN agent reached human-level play on Atari games.
Deep Q-Network (DQN)
A Deep Q-Network (DQN) is a reinforcement learning agent from Google DeepMind, described in 2013 and in Nature in 2015, that learned 49 Atari games from raw pixels.
Deep reactive-ion etching
Deep reactive-ion etching (DRIE), commonly known as the Bosch process, is a plasma microfabrication technique that alternates etch and passivation steps to carve deep, vertical, high-aspect-ratio features into silicon, enabling MEMS sensors and through-silicon vias.
Deep Red
Deep Red (Profondo rosso, 1975) is Dario Argento's Italian giallo horror-thriller starring David Hemmings and Daria Nicolodi, with a Goblin score, a 127-minute Italian cut, and a cut US release titled The Hatchet Murders.
Deep reinforcement learning
Deep reinforcement learning, also known as deep RL, combines reinforcement learning with deep neural networks; DQN beat Atari games and AlphaGo defeated a Go world champion.
Deep reinforcement learning flow control
Deep reinforcement learning flow control is the use of neural-network agents trained by trial and error to manipulate fluid flows, prominent since 2017 in drag reduction and turbulence control.
Deep representation learning
Deep representation learning trains neural networks to produce useful embeddings without labels, using self-supervised objectives grouped into predictive, contrastive, and generative families such as SimCLR and masked autoencoders.
Deep research agents
Deep research agents are autonomous LLM systems that plan a task, iteratively browse the live web, and synthesize results into long, cited reports, a category named by Google, OpenAI, xAI, and Perplexity in 2024 and 2025.
Deep Rising
Deep Rising is a 1998 American action-horror film written and directed by Stephen Sommers, in which a tentacled sea creature attacks the cruise ship Argonautica on its maiden voyage.
Deep River (ディープ・リバー) (Hikaru Utada album)
Deep River (ディープ・リバー) is Hikaru Utada's third Japanese studio album, released June 19, 2002 on Toshiba EMI; produced by Utada herself, it topped Oricon for 57 chart weeks, sold 1.6 million copies in one day, and won a 2003 Japan Gold Disc Award.
Deep Rivers
Deep Rivers (Los ríos profundos) is a 1958 novel by the Peruvian writer José María Arguedas, following a fourteen-year-old boy at a boarding school in Abancay, Peru.
Deep Robotics Jueying
Jueying (绝影) is a family of quadruped robots developed by DEEP Robotics, a Hangzhou company founded in 2017, known for power substation inspection and named after Cao Cao's legendary horse.
Deep Rock Galactic
Deep Rock Galactic: 1-4 player co-op FPS by Ghost Ship Games (Coffee Stain Publishing) about dwarven space miners in procedurally generated destructible caves on Hoxxes IV; Early Access 2018, 1.0 May 2020, Metacritic 85, six free seasons, spin-offs Survivor and Rogue Core.
Deep Rooted Tree
Deep Rooted Tree (뿌리깊은 나무, Tree With Deep Roots) is a 2011 SBS 24-episode Korean historical drama adapted from Lee Jung-myung's 2006 novel, depicting King Sejong's creation of Hangeul amid serial murders of Jiphyeonjeon scholars, starring Han Seok-gyu, Jang Hyuk, and Shin Se-kyung.
Deep Roy
Deep Roy (Mohinder Purba, born 1949, Nairobi) is a Kenyan-born actor, stuntman, and puppeteer who played all 165 Oompa-Loompas in Charlie and the Chocolate Factory, Yoda's stand-in in Star Wars, and Keenser in three Star Trek films.
Deep sea
Deep sea: ocean below about 200 m where light fades; also called the aphotic, twilight, midnight, abyssal, and hadal zones. Cold (~4°C), high pressure, food-poor; explored by bathysphere, Trieste, and DEEPSEA CHALLENGER; targeted for seabed mining.
Deep Sea (深海) (2023 film)
Deep Sea (深海, Shen Hai) is a 2023 Chinese 3D animated fantasy by Tian Xiaopeng, released 22 January 2023. Known for its particle ink technique fusing ink-wash painting with 3D, seven-year production, and over 700 million yuan Chinese box office.
Deep sea drilling
Deep sea drilling is the scientific recovery of sediment and rock cores from beneath the ocean floor by research drillships, run through international programs since Project Mohole in 1961.
Deep Sea Drilling Project
The Deep Sea Drilling Project was a US-led scientific ocean drilling program run from Scripps Institution of Oceanography that used the drillship Glomar Challenger to core the deep seafloor from 1968 to 1983.
Deep Sea Warrior (AUV)
The Deep Sea Warrior (Shenhai Yongshi) is China's second deep-sea manned submersible, a 4,500-meter-class crewed vehicle delivered in 2017 that reached 4,534 meters on its first dive test.
Deep sedation
Deep sedation is a drug-induced state in which a patient cannot be easily aroused but responds purposefully to repeated or painful stimulation, with possible airway support needed.
Deep sequencing
Deep sequencing is a high-throughput DNA sequencing strategy that reads each nucleic acid fragment many times over, letting rare variants be distinguished from errors and immune repertoires be profiled in depth.
Deep Sidhu
Deep Sidhu (1984-2022) was an Indian lawyer, model, and Punjabi film actor, star of Jora 10 Numbaria, who joined the 2020-21 farmers' protest, was accused in the 2021 Red Fort violence, and died in a road accident in Haryana.
Deep Silver
Deep Silver is a video game publishing label of Plaion (formerly Koch Media), part of Embracer Group since the February 2018 acquisition. Known for Saints Row, Dead Island, Metro, and Kingdom Come: Deliverance; over 200 releases since 2002.
Deep soil mixing
Deep soil mixing (DSM) is an in situ ground improvement technique that blends soil with cement or lime to form stronger, less permeable columns or walls.
Deep Sorrow (깊은 슬픔)
Deep Sorrow (깊은 슬픔, Deep Blue) is a 1997 South Korean melodrama directed by Kwak Ji-kyoon, adapted from Shin Kyung-sook's 1994 bestseller novel, starring Kang Soo-youn, Kim Seung-woo, and Hwang In-sung in a tragic love triangle.