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Predicting Channel Closures in the Lightning Network with Machine Learningarxiv.org/abs/2605.12759
268 sats \ 0 comments \ @i_am_a_seeker 20 May lightning
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Predicting Channel Closures in the Lightning Network with Machine Learningarxiv.org/html/2605.12759v1
442 sats \ 2 comments \ @0xbitcoiner 15 May lightning
Introducing 👩‍🎤 NiNa 🚀 #001
1532 sats \ 0 comments \ @02a0eb55b5 12 Jul 2023 bitcoin
Lightning Network: Protocol Maturity and Adoption
2461 sats \ 13 comments \ @realtrader 3 Aug 2023 bitcoin
The Scroll #5: The Many Faces of CoinJoinsopen.substack.com/pub/spiralbtc/p/the-scroll-5-the-many-faces-of-coinjoins?r=53cq2n&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
2783 sats \ 1 comment \ @spiral 29 Oct 2025 bitcoin
Bitcoin's Perilous Journey
184 sats \ 3 comments \ @4 14 Nov 2023 bitcoin
A Brief History of Wallet Clustering by @not_nothingmuchopen.substack.com/pub/spiralbtc/p/the-scroll-3-a-brief-history-of-wallet?r=53cq2n&utm_campaign=post&utm_medium=web
3067 sats \ 5 comments \ @spiral 16 Apr 2025 bitcoin
On the Lifecycle of a Lightning Network Payment Channelarxiv.org/pdf/2409.15930&ved=2ahUKEwjyibGg1OOIAxUA2gIHHclmPfMQFnoECCgQAQ&usg=AOvVaw1uE5ybvbr337KxIkIPjIT6
456 sats \ 2 comments \ @jakoyoh629 27 Sep 2024 lightning
Latest Strikes S03E20 - May 11th-17th 2026
1318 sats \ 1 comment \ @fanis 22 May bitcoin lightning
[OG Post] A Mathematical Theory of Payment Channel Networksdelvingbitcoin.org/t/a-mathematical-theory-of-payment-channel-networks/2204
380 sats \ 5 comments \ @0xbitcoiner 16 Jan lightning
A Centrality Analysis Of The Lightning Network
3729 sats \ 6 comments \ @0xbitcoiner 10 Apr 2024 lightning
On Lightning Network Privacy
930 sats \ 2 comments \ @m0wer 21 May bitcoin lightning
Verification of LN Channel Balances with Trusted Execution Environments (TEE)arxiv.org/html/2512.12095v2
362 sats \ 2 comments \ @jakoyoh629 20 Dec 2025 lightning
Why happen force closures on LN channels?
14.8k sats \ 18 comments \ @DarthCoin 23 Aug 2024 bitcoin
LN-history: A Dashboard to Analyze the history of the Lightning Networkln-history.info
2347 sats \ 1 comment \ @supratic 22 Feb lightning charts_and_maps
Payment Censorship in the Lightning Network Despite Encrypted Communicationdrops.dagstuhl.de/storage/00lipics/lipics-vol316-aft2024/LIPIcs.AFT.2024.12/LIPIcs.AFT.2024.12.pdf
257 sats \ 1 comment \ @Rsync25 29 Sep 2024 lightning
Research Update: A Geometric Approach for Optimal Channel Rebalancing
122 sats \ 14 comments \ @supratic 11 Jun 2025 lightning
[Article Review] A Mathematical Theory of Payment Channel Networks
34.8k sats \ 20 comments \ @SimpleStacker 12 Jan bitcoin lightning econ
Channel Jamming Attacks on the Lightning Network: A Deep-Dive (2020)btctimes.com/time-dilation-attacks-on-the-lightning-network/
227 sats \ 0 comments \ @ch0k1 23 Jan 2025 lightning
Channel Balance Interpolation in the Lightning Network via Machine Learningarxiv.org/abs/2405.12087
1505 sats \ 2 comments \ @Rsync25 21 May 2024 lightning
The Bitcoin Social Layer: Introducing orange-dev-network
5155 sats \ 6 comments \ @sorukumar 12 Feb bitcoin
Hybrid pathfinding optimization for the LN with Reinforcement Learningwww.sciencedirect.com/science/article/abs/pii/S0952197625002258
268 sats \ 0 comments \ @jakoyoh629 14 Feb 2025 lightning