整合國際新聞、學術論文、系統安全監控
作者:Jiyan Qiu, Lyulin Kuang, Guan Wang, Yichen Xu, Leiyao Cui, Shaotong Fu, Yixin Zhu, Ruihua Zhang
發布:arXiv:2510.16857 | 2025年10月 | cs.LG / cs.AI
摘要:車輛空力優化對電動車續航至關重要。傳統 CFD 模擬每輪設計需數週,ML 模型則因資料集解析度不足、驗證誤差 >5% 而無法投入工業應用。本研究發布 DrivAerStar,包含 12,000 個工業級 CFD 模擬(STAR-CCM+ 產生),系統性覆蓋三種車型、20 個 CAD 參數(包含完整引擎室與冷卻系統)。風洞驗證精度達 1.04% 以下,較現有資料集提升 5 倍。模型訓練可將設計週期從數週縮短至數分鐘。
對 CSPiston 的意義:
作者:Katharina Ledebur, Ladislav Bartuska, Klaus Friesenbichler, Peter Klimek
發布:arXiv(December 2025)
摘要:研究指出,汽車產業正在經歷動力電氣化、軟體定義車輛與循環經濟三大轉型,模糊了汽車與其他產業的邊界。與 ICE 生產以機械能力決定競爭力不同,EV 競爭優勢來自供應鏈韌性、軟體整合與跨產業生態。本研究運用「產品空間」(Product Space)方法,分析各區域與企業在 EV 產業的佈局與崛起模式。
對 CSPiston 的意義:
主機名稱:cssp-VMware-Virtual-Platform
報告日期:2026-05-09
生成時間:2026-05-09 08:00:18
需注意 2 項問題
發現問題數
目前登入用戶
活躍連線數
2026-05-08T21:12:19.390915+08:00 cssp-VMware-Virtual-Platform sudo: pam_unix(sudo:auth): conversation failed
cssp tty2 tty2 Fri May 1 16:50 gone - no logout cssp seat0 login screen Fri May 1 16:50 gone - no logout reboot system boot 6.17.0-22-generi Fri May 1 16:49 still running cssp tty2 tty2 Fri May 1 16:41 - down (00:06) cssp seat0 login screen Fri May 1 16:41 - down (00:06) reboot system boot 6.17.0-22-generi Fri May 1 16:38 - 16:47 (00:09) cssp tty2 tty2 Mon Apr 20 20:32 - down (10+20:05) cssp seat0 login screen Mon Apr 20 20:32 - down (10+20:05) reboot system boot 6.17.0-20-generi Mon Apr 20 20:31 - 16:38 (10+20:06) cssp tty2 tty2 Thu Apr 16 10:06 - crash (4+10:25)
tcp LISTEN 0 4096 127.0.0.1:11434 0.0.0.0:* tcp LISTEN 0 4096 127.0.0.54:53 0.0.0.0:* tcp LISTEN 0 511 127.0.0.1:41975 0.0.0.0:* tcp LISTEN 0 511 127.0.0.1:18789 0.0.0.0:* tcp LISTEN 0 4096 127.0.0.1:631 0.0.0.0:* tcp LISTEN 0 4096 127.0.0.53%lo:53 0.0.0.0:* tcp LISTEN 0 5 127.0.0.1:37051 0.0.0.0:* tcp LISTEN 0 4096 [::1]:631 [::]:* tcp LISTEN 0 511 [::1]:18789 [::]:*
udp ESTAB 0 0 192.168.5.101%ens33:68 192.168.5.1:67 tcp ESTAB 0 0 192.168.5.101:46972 149.154.166.110:443 tcp ESTAB 0 0 192.168.5.101:46984 149.154.166.110:443 tcp ESTAB 0 1927 192.168.5.101:35384 149.154.167.220:443 tcp ESTAB 0 0 192.168.5.101:41350 149.154.167.220:443 tcp ESTAB 0 0 192.168.5.101:55078 3.33.153.106:443 tcp ESTAB 0 0 192.168.5.101:44698 15.197.138.111:443 tcp ESTAB 0 0 192.168.5.101:44714 15.197.138.111:443 tcp ESTAB 0 0 192.168.5.101:44398 34.107.243.93:443 tcp ESTAB 0 0 192.168.5.101:59102 75.2.113.119:443
執行:sudo ufw enable
正在列出... apparmor/noble-updates 4.0.1really4.0.1-0ubuntu0.24.04.6 amd64 [可升級自:4.0.1really4.0.1-0ubuntu0.24.04.5] distro-info-data/noble-updates 0.60ubuntu0.6 all [可升級自:0.60ubuntu0.5] gir1.2-gtk-4.0/noble-updates 4.14.5+ds-0ubuntu0.10 amd64 [可升級自:4.14.5+ds-0ubuntu0.9] gir1.2-mutter-14/noble-updates 46.2-1ubuntu0.24.04.15 amd64 [可升級自:46.2-1ubuntu0.24.04.14] gir1.2-nm-1.0/noble-updates 1.46.0-1ubuntu2.7 amd64 [可升級自:1.46.0-1ubuntu2.6] gnome-control-center-data/noble-updates 1:46.7-0ubuntu0.24.04.4 all [可升級自:1:46.7-0ubuntu0.24.04.3] gnome-control-center-faces/noble-updates 1:46.7-0ubuntu0.24.04.4 all [可升級自:1:46.7-0ubuntu0.24.04.3] gnome-control-center/noble-updates 1:46.7-0ubuntu0.24.04.4 amd64 [可升級自:1:46.7-0ubuntu0.24.04.3] gnome-shell-common/noble-updates 46.0-0ubuntu6~24.04.14 all [可升級自:46.0-0ubuntu6~24.04.13]
執行:sudo apt upgrade
USER PID %CPU %MEM VSZ RSS TTY STAT START TIME COMMAND
cssp 385605 1.6 8.6 36768500 2841204 ? Ssl 5月06 72:43 openclaw-gateway
cssp 454812 0.2 2.0 12738860 659068 ? Sl 5月06 11:12 /snap/firefox/8247/usr/lib/firefox/firefox https://accounts.google.com/o/oauth2/auth?response_type=code&client_id=345293604428-m7uetpiqf5lj2os3rg4fho0dg860h5hc.apps.googleusercontent.com&redirect_uri=http%3A%2F%2Flocalhost%3A37051%2F&scope=https%3A%2F%2Fwww.googleapis.com%2Fauth%2Fgmail.send&state=0dEvVBkaM8WpyxFUqoEPsNw26Fza86&code_challenge=9tvgYBC3F9WL36uLEQkzotjLwMZ6Hh7cS0BTG0ujgh0&code_challenge_method=S256&access_type=offline
root 1014 0.2 0.0 327436 9496 ? Ssl 5月01 28:16 /usr/bin/vmtoolsd
cssp 3143 0.2 0.0 484016 29156 ? Sl 5月01 27:28 /usr/bin/vmtoolsd -n vmusr --blockFd 3 --uinputFd 4
cssp 455736 0.1 0.9 3070148 320472 ? Sl 5月06 5:02 /snap/firefox/8247/usr/lib/firefox/firefox -contentproc -isForBrowser -prefsHandle 0:43792 -prefMapHandle 1:286062 -jsInitHandle 2:156120 -parentBuildID 20260427221700 -sandboxReporter 3 -chrootClient 4 -ipcHandle 5 -initialChannelId {6dcfbb33-a277-45a7-a611-4085c6df27f8} -parentPid 454812 -crashReporter 6 -crashHelper 7 -greomni /snap/firefox/8247/usr/lib/firefox/omni.ja -appomni /snap/firefox/8247/usr/lib/firefox/browser/omni.ja -appDir /snap/firefox/8247/usr/lib/firefox/browser 7 tab
USER PID %CPU %MEM VSZ RSS TTY STAT START TIME COMMAND
cssp 385605 1.6 8.6 36768500 2841204 ? Ssl 5月06 72:43 openclaw-gateway
cssp 454812 0.2 2.0 12738860 659068 ? Sl 5月06 11:12 /snap/firefox/8247/usr/lib/firefox/firefox https://accounts.google.com/o/oauth2/auth?response_type=code&client_id=345293604428-m7uetpiqf5lj2os3rg4fho0dg860h5hc.apps.googleusercontent.com&redirect_uri=http%3A%2F%2Flocalhost%3A37051%2F&scope=https%3A%2F%2Fwww.googleapis.com%2Fauth%2Fgmail.send&state=0dEvVBkaM8WpyxFUqoEPsNw26Fza86&code_challenge=9tvgYBC3F9WL36uLEQkzotjLwMZ6Hh7cS0BTG0ujgh0&code_challenge_method=S256&access_type=offline
cssp 455736 0.1 0.9 3070148 320472 ? Sl 5月06 5:02 /snap/firefox/8247/usr/lib/firefox/firefox -contentproc -isForBrowser -prefsHandle 0:43792 -prefMapHandle 1:286062 -jsInitHandle 2:156120 -parentBuildID 20260427221700 -sandboxReporter 3 -chrootClient 4 -ipcHandle 5 -initialChannelId {6dcfbb33-a277-45a7-a611-4085c6df27f8} -parentPid 454812 -crashReporter 6 -crashHelper 7 -greomni /snap/firefox/8247/usr/lib/firefox/omni.ja -appomni /snap/firefox/8247/usr/lib/firefox/browser/omni.ja -appDir /snap/firefox/8247/usr/lib/firefox/browser 7 tab
cssp 512253 0.0 0.7 940584 244116 ? SNl 5月08 0:09 /usr/bin/python3 /usr/bin/update-manager --no-update --no-focus-on-map
cssp 455315 0.0 0.5 2790240 192064 ? Sl 5月06 4:02 /snap/firefox/8247/usr/lib/firefox/firefox -contentproc -isForBrowser -prefsHandle 0:32340 -prefMapHandle 1:286062 -jsInitHandle 2:156120 -parentBuildID 20260427221700 -sandboxReporter 3 -chrootClient 4 -ipcHandle 5 -initialChannelId {7cff418b-fff4-4c49-b336-46f0067f681d} -parentPid 454812 -crashReporter 6 -crashHelper 7 -greomni /snap/firefox/8247/usr/lib/firefox/omni.ja -appomni /snap/firefox/8247/usr/lib/firefox/browser/omni.ja -appDir /snap/firefox/8247/usr/lib/firefox/browser 5 tab
檔案系統 容量 已用 可用 已用% 掛載點 /dev/sda2 147G 67G 73G 48% / /dev/sr0 98M 98M 0 100% /media/cssp/CDROM
/dev/sr0 100118 100118 0 100% /media/cssp/CDROM
無 SSH 連線
2026-05-06 06:21:12 install linux-modules-6.17.0-23-generic:amd646.17.0-23.23~24.04.1 2026-05-06 06:21:12 install linux-image-6.17.0-23-generic:amd64 6.17.0-23.23~24.04.1 2026-05-06 06:21:13 install linux-modules-extra-6.17.0-23-generic:amd64 6.17.0-23.23~24.04.1 2026-05-06 06:21:14 install linux-hwe-6.17-headers-6.17.0-23:all 6.17.0-23.23~24.04.1 2026-05-06 06:21:15 install linux-headers-6.17.0-23-generic:amd64 6.17.0-23.23~24.04.1 2026-05-06 06:21:16 install linux-hwe-6.17-tools-6.17.0-23:amd64 6.17.0-23.23~24.04.1 2026-05-06 06:21:16 install linux-tools-6.17.0-23-generic:amd64 6.17.0-23.23~24.04.1
此報告由 OpenClaw 安全監控系統自動產生 | OpenClaw Docs