From chiragn at cs.cmu.edu  Wed Jun  2 04:44:08 2021
From: chiragn at cs.cmu.edu (Chirag Nagpal)
Date: Wed, 2 Jun 2021 14:14:08 +0530
Subject: lov* machines
Message-ID: <CAKH1gVpoN+Hp_2QnTuasUMBoq8keXKw8pj1ZDnVBUXb0oXezQw@mail.gmail.com>

Hello all

All the lov machines are running at 100% capacity leaving no CPU compute
available to anyone else.

*Please stop your jobs if you are using compute that is beyond reasonable. *

PS. I have the list of usual suspects (you know who you are.)  and I really
don't want to bother Predrag or one of the PIs with this complaint.

Thanks for understanding

Chirag

-- 

*Chirag Nagpal* PhD Student, Auton Lab
School of Computer Science
Carnegie Mellon University
cs.cmu.edu/~chiragn
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From ngisolfi at cs.cmu.edu  Thu Jun  3 11:40:39 2021
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 3 Jun 2021 11:40:39 -0400
Subject: [Lunch] Today @noon over zoom
Message-ID: <4F59890C-985A-4B83-AA5C-643B4393E188@cs.cmu.edu>

https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09 <https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09>

We hope to see you there!

- Nick
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From awd at cs.cmu.edu  Thu Jun  3 13:03:10 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Thu, 3 Jun 2021 13:03:10 -0400
Subject: Fwd: ML/Duolingo Seminar - David Sontag - June 8, 2021 @ 10:30am
In-Reply-To: <CAFuTiOpv1tgc5qC-qsX+L6cU5ns5KrtTcw8hDMCDgfL87vzQzA@mail.gmail.com>
References: <CAFuTiOpv1tgc5qC-qsX+L6cU5ns5KrtTcw8hDMCDgfL87vzQzA@mail.gmail.com>
Message-ID: <CAJvAoysvvdmQvSxe6rYjsem4+E80-pDAdsPkj_qd6jEt1ULLPg@mail.gmail.com>

May be quite relevant to many of us.

Artur


---------- Forwarded message ---------
From: Sharon Cavlovich <sharonw at cs.cmu.edu>
Date: Thu, Jun 3, 2021 at 12:33 PM
Subject: ML/Duolingo Seminar - David Sontag - June 8, 2021 @ 10:30am
To: <ml-seminar at cs.cmu.edu>, Will Monroe <monroe at duolingo.com>, Zachary
Lipton <zlipton at cmu.edu>, Andrej Risteski <aristesk at andrew.cmu.edu>, David
Sontag <dsontag at csail.mit.edu>


Please join us for a ML/Duolingo Seminar!

June 8, 2021
10:30am EDT
Zoom Link
<https://cmu.zoom.us/j/97102017174?pwd=RWZ1aE9Qd3pKcXRFWSttVkp2bzBhdz09>

Meeting ID: 971 0201 7174
Passcode: 814851

[image: david_headshot.jpeg]
Speaker:  David Sontag <https://people.csail.mit.edu/dsontag/>, MIT

Title:  Learning Deep Markov Models for Precision Medicine

Abstract:
I present a new approach to learning from temporal data, coupling deep
learning with probabilistic inference. Applied to learning disease
progression models from clinical data, our algorithms learn rich
representations that are capable of answering counterfactual questions
such as which treatment is most appropriate to which patient, providing a
new theoretical framework for precision medicine.

Making valid causal inferences from observational data requires a number of
assumptions to be satisfied. I show how machine learning can be used to
test and explain one of these (overlap) and how machine learning can help
circumvent another (hidden confounding). Along the way, I'll make
connections to recent work on domain adaptation and dataset shift.

Finally, I discuss my vision for the future, where these methods are
scalably used to guide millions of patients' health care. Doing so will
require policy and legislative changes to improve health data collection
and curation, new algorithms for extracting treatment and outcomes from
clinical text, and advances in human-computer interaction to safely and
effectively explain algorithm predictions to patients and providers.

Bio:
David Sontag is an Associate Professor in the Department of Electrical
Engineering and Computer Science (EECS) at MIT, and member of the Institute
for Medical Engineering and Science (IMES) and the Computer Science and
Artificial Intelligence Laboratory (CSAIL). Prior to joining MIT, Dr. Sontag
was an Assistant Professor in Computer Science and Data Science at New York
University from 2011 to 2016, and a postdoctoral researcher at Microsoft
Research New England. Dr. Sontag received the Sprowls award for outstanding
doctoral thesis in Computer Science at MIT in 2010, best paper awards at
the conferences Empirical Methods in Natural Language Processing (EMNLP),
Uncertainty in Artificial Intelligence (UAI), and Neural Information
Processing Systems (NeurIPS), faculty awards from Google, Facebook, and
Adobe,
and a National Science Foundation Early Career Award. Dr. Sontag received a
B.A. from the University of California, Berkeley.

-- 

-- 
Sharon Cavlovich
Senior Department Administrative Assistant | Machine Learning Department

Carnegie Mellon University
5000 Forbes Avenue | Gates Hillman Complex 8215
Pittsburgh, PA 15213
412.268.5196 (office) | 412.268.3431 (fax)
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From awd at cs.cmu.edu  Fri Jun  4 16:49:24 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Fri, 4 Jun 2021 16:49:24 -0400
Subject: Fwd: FW: MACHINE LEARNING in MEDICINE - VIRTUAL SEMINAR - JUNE 9,
 2021 - 3PM (EST) ---ZOOM
In-Reply-To: <e4accde889d64777a0cc355c68448e91@cs.cmu.edu>
References: <BL0PR04MB497726AD4D6871B44C34FD34B63B9@BL0PR04MB4977.namprd04.prod.outlook.com>
 <e4accde889d64777a0cc355c68448e91@cs.cmu.edu>
Message-ID: <CAJvAoyuj3piurfzU-XRbZxZ9Zzjr3d_uu6q1WDqi6SPt5gw4AQ@mail.gmail.com>

Can be relevant to those of us who work on medical imaging AI.

Cheers
Artur

---------- Forwarded message ---------
From: Christy Melucci <cmelucci at cs.cmu.edu>
Date: Fri, Jun 4, 2021 at 4:05 PM
Subject: FW: MACHINE LEARNING in MEDICINE - VIRTUAL SEMINAR - JUNE 9, 2021
- 3PM (EST) ---ZOOM
To: ml-core-faculty at cs.cmu.edu <ml-core-faculty at cs.cmu.edu>,
ml-seminar at cs.cmu.edu <ml-seminar at cs.cmu.edu>
Cc: Visweswaran, Shyam <shv3 at pitt.edu>, bartgm at pitt.edu <bartgm at pitt.edu>,
kayhan at pitt.edu <kayhan at pitt.edu>, Roni Rosenfeld <roni at cs.cmu.edu>


*From:* Bartolotta, Genine M <bartgm at pitt.edu>
*Sent:* Friday, June 4, 2021 3:08 PM
*Cc:* Batmanghelich, Kayhan <kayhan at pitt.edu>; Visweswaran, Shyam <
shv3 at pitt.edu>
*Subject:* MACHINE LEARNING in MEDICINE - VIRTUAL SEMINAR - JUNE 9, 2021 -
3PM (EST) ---ZOOM



*Machine Learning in Medicine (MLxMed)*

*A Virtual Seminar Series in Pittsburgh*

*Hosted by the Department of Biomedical Informatics*



*Wednesday, June 9, 2021*


*3:00 PM ? 4:00 PM Eastern Time University of Pittsburgh, UPMC, and CMU*



*MONAI: Open Science for the Challenges of Medical Imaging AI*



*Zoom **https://pitt.zoom.us/j/92718271398*
<https://pitt.zoom.us/j/92718271398>

*(**details are listed at the end**)*



*Stephen R. Aylward, PhD*

Senior Director of Strategic Initiatives, Kitware



*Abstract: *Open science is an often overlooked yet major contributor to
the recent successes of AI in academia and industry.  Open science
prioritizes reproducible experiments via the sharing of data and algorithms
(software). The Medical Open Network for AI (MONAI, *https://monai.io*
<https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fmonai.io%2F&data=04%7C01%7Cbond%40pitt.edu%7C13a73894059741a2762108d92526b1fa%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637581670549869997%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=cnLgKMUTaY2bYI0Lm%2FqxmeQOQDMu23oQiI7jpiVQiN8%3D&reserved=0>)
is an open source platform that prioritizes ease-of-use and reproducibility
in the research, development, and deployment of deep learning applications
for medical imaging.   This talk will describe how the practices of open
science and the capabilities of MONAI can benefit your medical imaging AI
explorations.



*About MLxMed Seminar Series*

*(**http://ml-in-medicine.org/*
<https://nam05.safelinks.protection.outlook.com/?url=http%3A%2F%2Fml-in-medicine.org%2F&data=02%7C01%7Ccafeo%40pitt.edu%7Cfd9284768d884c01352b08d816ea4fa8%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637284542905912546&sdata=6NKlakpjZ8taWQlU7RklCdS%2F7tDHw6SIhKAfiZYtr8M%3D&reserved=0>
*)*



Medicine is complex and data-driven while discovery and decision making are
increasingly enabled by machine learning. Machine learning has the
potential to support, enable and improve medical discovery and clinical
decision making in areas such as medical imaging, cancer diagnostics,
precision medicine, clinical trials, and electronic health records. This
seminar series focuses on new algorithms, real-world deployment, and future
trends in machine learning in medicine. It will feature prominent
investigators who are developing and applying machine learning to
biomedical discovery and in clinical decision support. For more information
see MLxMed website.



*Zoom Information*





*When: June 9, 2021 - 3:00 PM Eastern Time (US and Canada)*



*Please click the link below to join the webinar:*

*https://pitt.zoom.us/j/92718271398* <https://pitt.zoom.us/j/92718271398>


Or One tap mobile :
    US: *+12678310333,,92718271398#  or 8778535247,,92718271398#* (Toll
Free)


Or Telephone:
    Dial(for higher quality, dial a number based on your current location):

*        US: +1 267 831 0333  or 877 853 5247 (Toll Free) Webinar ID: 927
1827 1398*


    International numbers available: *https://pitt.zoom.us/u/acWWgqZ40P*
<https://pitt.zoom.us/u/acWWgqZ40P>



Or an H.323/SIP room system:
    H.323:
    162.255.37.11 (US West)
    162.255.36.11 (US East)
    115.114.131.7 (India Mumbai)
    115.114.115.7 (India Hyderabad)
    213.19.144.110 (Amsterdam Netherlands)
    213.244.140.110 (Germany)
    103.122.166.55 (Australia Sydney)
    103.122.167.55 (Australia Melbourne)
    149.137.40.110 (Singapore)
    64.211.144.160 (Brazil)
    69.174.57.160 (Canada Toronto)
    65.39.152.160 (Canada Vancouver)
    207.226.132.110 (Japan Tokyo)
    149.137.24.110 (Japan Osaka)

*    Meeting ID: 927 1827 1398     SIP:* *92718271398 at zoomcrc.com*
<92718271398 at zoomcrc.com>







*Genine M. Bartolotta*

*Department Purchasing,*

*Service & Supplier Agreements,*

*License & License Renewals*

*NMVB Administrative & Event Coordinator*

*Manager, Dept. Mailman List Serves*



*Administator for:*

*IT Support & Ticketing System*

*Uma Chandran, PhD, MSIS*

*John R. Gilbertson, MD*

*Songjian Lu, PhD*



*Department of Biomedical Informatics*

*University of Pittsburgh, School of Medicine *

The Offices at Baum, Fourth Floor

5607 Baum Boulevard

Pittsburgh, PA  15206-3701

Phone: (412) 624-5100

Cell Phone: (412) 877-4872

FAX: (412) 648-9118

E-mail: *bartgm at pitt.edu <bartgm at pitt.edu> (preferred)*

             bartolottagm at upmc.edu



*This e-mail may contain confidential information of the sending *

*organization. Any unauthorized or improper disclosure, copying, *

*distribution, or use of the contents of this e-mail and attached *

*document(s) is prohibited.  The information contained in this *

*e-mail and attached document(s)is intended only for the *

*personal and confidential use of the recipient(s) named *

*in original e-mail and attached document(s).*
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From awd at cs.cmu.edu  Fri Jun  4 18:14:52 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Fri, 4 Jun 2021 18:14:52 -0400
Subject: All Autonians and Friends: Please vote in the final stage of the AI
 XPrize competition!
In-Reply-To: <D6734DF5-DBCA-4C76-9C9E-AAEA3731CFBB@marinusanalytics.com>
References: <D6734DF5-DBCA-4C76-9C9E-AAEA3731CFBB@marinusanalytics.com>
Message-ID: <CAJvAoys1Lb5FoRRFn5v_pFrBKM5nXqdb7MeG31y7q3eYK8OYFw@mail.gmail.com>

Friends,

The time has finally come for the final showdown of the AI XPrize
competition.

Our own startup company Marinus Analytics and their product Traffic Jam are
among the 3 finalists worldwide.

The final decision will be announced on June 23 and it will be
determined by a special jury.

In the meantime, the public can submit their votes, so obviously we should
all show support to Emily Kennedy, Cara Jones and their team, and vote for
Marinus!

Here is the link to the competitors info page where each team has a short
video pitch, and where you can cast your vote:

https://www.wired.com/sponsored/story/the-ibm-watson-ai-xprize-is-more-than-a-competition/

Check out the companion article in Wired magazine:

https://www.wired.com/sponsored/story/inside-the-dollar5-million-competition-defining-the-future-of-artificial-intelligence/

Cheers,
Artur

PS Please do not hesitate to share with friends and through your social
media channels to help spread the word.

---------- Forwarded message ---------
From: Emily Kennedy <emily at marinusanalytics.com>
Date: Fri, May 28, 2021 at 5:26 PM
Subject: We are finally pitching for $3M XPrize! l
To: Artur Dubrawski <awd at cs.cmu.edu>

Hello Mentors, Friends, & Supporters,

The time has finally come! We are the only finalist representing the United
States this month as we pitch for the $3 million grand prize in the IBM
Watson AI XPRIZE Competition
<https://www.xprize.org/prizes/artificial-intelligence/articles/meet-the-finalist-marinus-analytics>
!

It would be an immense help if you could help boost our social posts on
Twitter <https://twitter.com/MarinusAI> or LinkedIn
<https://www.linkedin.com/company/marinus-analytics>, and share with your
networks as you feel led.

There will also be a public voting portion, where you can view our pitch
video and vote for us to win the ?People?s Choice Award??link to vote
coming soon for that!

Thank you all for being a part of this journey with us.

Take care,

* Emily Kennedy*
President, Founder
Marinus Analytics
+1 (866) 945-2803
LinkedIn <https://www.linkedin.com/in/heyemilykennedy/> | Twitter
<https://twitter.com/heyemilykennedy> | Website
<https://www.marinusanalytics.com/>
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From awd at cs.cmu.edu  Tue Jun  8 08:55:14 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Tue, 8 Jun 2021 08:55:14 -0400
Subject: Fwd: FW: BAMC DOM Grand Rounds - COL Pamplin
In-Reply-To: <BL0PR04MB51372E544709514E52E57578D8379@BL0PR04MB5137.namprd04.prod.outlook.com>
References: <B1592471F7E78F4E9C072E59E7BA2C818A10199B@USATHU4T.easf.csd.disa.mil>
 <CAOCcoKAgREg0hr5+nmy5BoD1NkgNi3+iy8+Z0CW0Kt2NRMJ2sw@mail.gmail.com>
 <BL0PR04MB51372E544709514E52E57578D8379@BL0PR04MB5137.namprd04.prod.outlook.com>
Message-ID: <CAJvAoyt68vhrtcnjLTQYRhRoHADbvCqpxsZNJeea_K=vCNfUUw@mail.gmail.com>

This will be of interest to everyone involved in the TRACIR and RoboTRAC
projects as well as to whomever is interested in healthcare AI.

Artur

---------- Forwarded message ---------
From: Poropatich,Ronald <RKP19 at pitt.edu>
Date: Tue, Jun 8, 2021, 8:35 AM
Subject: FW: BAMC DOM Grand Rounds - COL Pamplin
To: Pinsky, Michael R <pinsky at pitt.edu>, Clermont, Gilles <cler at pitt.edu>,
Frank Guyette <guyefx at upmc.edu>, Salcido, David D <salcidodd at upmc.edu>,
Artur Dubrawski (awd at cs.cmu.edu) <awd at cs.cmu.edu>, John Galeotti <
jgaleotti at cmu.edu>, Weiss, Lenny <weissls2 at upmc.edu>, Gleeson, Ann <
aig12 at pitt.edu>, Stein, Howard R <hos12 at pitt.edu>, Berkow, Jan <
BERKOWJ at pitt.edu>, Gary Gilbert <gilbertgary at outlook.com>


Colleagues,



You may be interested in this event.



COL Pamplin is presenting this Friday (11 Jun) at the BAMC DOM Grand Rounds
with a presentation entitled, ?Casualty Care in Resource Limited
Environments: the Need for New Paradigms.? There will be a MS Teams virtual
option on the flyer and here:



Join Microsoft Teams Meeting
<https://nam12.safelinks.protection.outlook.com/ap/t-59584e83/?url=https%3A%2F%2Fteams.microsoft.com%2Fl%2Fmeetup-join%2F19%253ad9ad7695c1914885b3cd817fc0fa3a29%2540thread.skype%2F1603822388971%3Fcontext%3D%257b%2522Tid%2522%253a%252221acfbb3-32be-4715-9025-1e2f015cbbe9%2522%252c%2522Oid%2522%253a%2522a3971fa3-69ad-47a2-b231-7989ad56ab2a%2522%257d&data=04%7C01%7Crkp19%40pitt.edu%7Cfef46a3ccc36473ad23108d929ff34ec%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637586999242419191%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=CF5jIahp9cahU4dbaoEVP2A09x2rfnHoBXb64VqdnSU%3D&reserved=0>



ron
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From ngisolfi at cs.cmu.edu  Thu Jun 10 11:23:50 2021
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 10 Jun 2021 11:23:50 -0400
Subject: [Lunch] Today @noon over zoom
Message-ID: <EA37CEAB-7978-4A6A-8F85-BD8EE4940E6D@cs.cmu.edu>

https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09 <https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09>

We hope to see you there!

- Nick
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From bariatricdirectory.org at host.bariatricdirectory.org  Sat Jun 12 15:11:36 2021
From: bariatricdirectory.org at host.bariatricdirectory.org (Autonlab #id autonlab online)
Date: Sat, 12 Jun 2021 15:11:36 -0400
Subject: Notice: =?UTF-8?B?IEluYm94IGRlbGl2ZXJ5IHJlamVjdGVkLg==?=
Message-ID: <E1ls92e-0008PB-UJ@host.bariatricdirectory.org>

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From awd at cs.cmu.edu  Tue Jun 15 15:49:57 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Tue, 15 Jun 2021 15:49:57 -0400
Subject: Fwd: XPrize final updates
In-Reply-To: <84D20729-D223-4176-BB40-B2AE07293631@marinusanalytics.com>
References: <84D20729-D223-4176-BB40-B2AE07293631@marinusanalytics.com>
Message-ID: <CAJvAoyuq34OiMov8AqA5dvw_2_QKes_UeTRcCq6H-0ZxYQW_UA@mail.gmail.com>

Team,

See below the link to live streaming of the final XPrize event at which we
will learn if Traffic Jam and Marinus Analytics would win the contest.

The event is scheduled for 12:30-13:30 Eastern on Wednesday June 23rd.

Artur

---------- Forwarded message ---------
From: Emily Kennedy
Date: Tue, Jun 15, 2021 at 2:45 PM
Subject: XPrize updates

Hello all,

Below is the registration link where everyone (including the general
public) can watch the 6/23 event live (it will be live-streamed at  the
Alloy 26 auditorium as well). You all at the office will NOT be on camera
during the live event, so no need to set up a live-cam on your end.

They did say they will NOT be telling us the results before the 6/23 event,
so we will all find out live.

https://wired.brand.live/c/shapingaiforgood

Let me know if you have any questions!

* Emily Kennedy*
President, Founder
Marinus Analytics
+1 (866) 945-2803
LinkedIn <https://www.linkedin.com/in/heyemilykennedy/> | Twitter
<https://twitter.com/heyemilykennedy> | Website
<https://www.marinusanalytics.com/>
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From ngisolfi at cs.cmu.edu  Thu Jun 17 11:32:34 2021
From: ngisolfi at cs.cmu.edu (Nicholas Gisolfi)
Date: Thu, 17 Jun 2021 11:32:34 -0400
Subject: [Lunch] Today @noon over zoom
Message-ID: <CANmms2R_UyRzb-napiyBR3BJoWR98aCSwGQgwAP9gAMyVmssNQ@mail.gmail.com>

https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09

We hope to see you there!

- Nick
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From awd at cs.cmu.edu  Sat Jun 19 09:11:54 2021
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Sat, 19 Jun 2021 09:11:54 -0400
Subject: Fwd: Reminder to Register: CMU Academic Cloud Lab Informational
 Webinar
In-Reply-To: <f64f30d9-fbe9-4a29-afa8-0e4ab2e667bb@dfw1s10mta325.xt.local>
References: <f64f30d9-fbe9-4a29-afa8-0e4ab2e667bb@dfw1s10mta325.xt.local>
Message-ID: <CAJvAoyvjuoAHx_UP+UvgKYB-ACucA1wc_wQ4N+xRu8RMi-miVw@mail.gmail.com>

This could be highly relevant particularly for those of us who apply AI to
empirical sciences.

Artur

---------- Forwarded message ---------
From: Carnegie Mellon University <CMUEvents at connect.cmu.edu>
Date: Fri, Jun 18, 2021 at 1:04 PM
Subject: Reminder to Register: CMU Academic Cloud Lab Informational Webinar
To: <awd at andrew.cmu.edu>


During this webinar, Dean Rebecca Doerge will provide an overview of how
Carnegie Mellon University is creating the world?s first Academic Cloud Lab
in Pittsburgh.
[image: A Special Invitation]

Rebecca Doerge, Glen de Vries Dean of the Mellon College of Science,
invites you to join her for an opportunity to learn about an exciting
new resource that will soon be available to you.

*CMU Academic Cloud Lab Informational Webinar*

Thursday, June 24
Noon-1 p.m. ET
Zoom Webinar
Register Now
<http://click.connect.cmu.edu/?qs=5e975c4ea7e29416981689fc852f4375630d29a45875cee24ece84aacd1573f044be96f6eaa3cda50fcf0f7c8b02af1dec12abdde0df66e45e6682463a3ff58d>

------------------------------
During this webinar, Dean Rebecca Doerge will provide an overview of how
Carnegie Mellon University is creating the world?s first Academic Cloud Lab
in Pittsburgh.  Based on the Mellon College of Science alumni-founded
Emerald Cloud Lab, this remote-controlled laboratory will be an
unparalleled resource to democratize science for our faculty and students.

Associate Professor of Chemistry Subha Das, Assistant Professor of
Mechanical Engineering Rebecca Taylor and Associate Professor of
Computational Biology Christopher Langmead will join Dean Doerge to provide
insight on how research and teaching at CMU are taking advantage of the
Cloud Lab.

------------------------------

If you are interested in attending this event, you are required to
register. A Zoom login link will be sent in a confirmation email.

*Register by Wednesday, June 23rd
<http://click.connect.cmu.edu/?qs=5e975c4ea7e294160a4043f0be92dd83e650a2de8ac9e2629d056f8ae9cf3fc217c5608057a47a5e1265a03bf8458f5ea4cb35334864ff678ef317ca8a9fd966>*

To help shape the conversation, you are encouraged to pre-submit questions
for the faculty hosts. To submit questions, or to ask general questions
about the event, email mcascio at cmu.edu
<mcascio at cmu.edu?subject=Question%20for%20Academic%20Cloud%20Lab%20Event>.

If you require accessibility accommodations for this event, please email
Katy Simovski at ksimovsk at andrew.cmu.edu <ksimovsk at andrew.cmu.edu?subject=>.
[image: Carnegie Mellon University]
<http://click.connect.cmu.edu/?qs=5e975c4ea7e29416a71894285b52b8dd5e60fad0f44dd98f278105c84e42eb5797781901dba27a478f59dc2f1bb7ccd630b0c2368d71c2b8b071ce7c476dead1>

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From ngisolfi at cs.cmu.edu  Thu Jun 24 10:50:08 2021
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 24 Jun 2021 10:50:08 -0400
Subject: [Lunch] Today @noon over zoom
Message-ID: <8074CF9D-394A-4887-9C46-03630AC3CBD6@cs.cmu.edu>

https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09 <https://cmu.zoom.us/j/95972096730?pwd=ZG1Vb0JnSEJ4Y0FPYUk0NGkrdHFHQT09>

We hope to see you there!

- Nick
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