The Blues beat Brighton 4-3 in the opening game of the tournament before the Toon drew 3-3 with Aston Villa in the club's American tours.
Both sides are unbeaten in pre-season so far as they look to improve on contrasting campaigns.
The Magpies finished fourth and secured Champions League football for the first time in 20 years, while Chelsea ended the Premier League campaign 12th.
But given Eddie Howe and Mauricio Pochettino like to entertain, this should be an exciting occasion played in the scorching heat in Atlanta.
Newcastle vs Chelsea: Date and how to follow
This Premier League Summer Series clash is set to take place on Thursday, July 27.
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Kick-off at the Mercedes-Benz Arena in Atlanta, Georgia is set for 8:15pm, which is 1:15am in the UK.
The match is set to be broadcast on Sky Sports Main Event and Sky Sports Premier League.
Sky Go customers will be able to stream the match through their laptops or mobile devices.
Alternatively, fans can purchase a one-day NOW TV membership for £11.99 or a monthly one for £34.99 a month.
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talkSPORT and talkSPORT.com will have all of the reaction from the game throughout Thursday morning.
To tune in to talkSPORT or talkSPORT 2 through the website, click HERE for the live stream.
u can also listen via the talkSPORT app, on DAB digital radio, through your smart speaker and on 1089 or 1053 AM.
Newcastle vs Chelsea: Team news
The Magpies will be without Karl Darlow and Jamal Lewis as the pair close in on moves to Leeds and Watford, respectively.
Nick Pope and Joe Willock are both unlikely to feature due to injuries suffered at the end of the 2022/23 campaign.
But Harvey Barnes could make his first start after joining from Leicester in a £38million deal.
Meanwhile, the Blues are without Wesley Fofana after he suffered another ACL injury.
Benoit Badiashile and Armando Broja were left out of the squad for the USA trip and Reece James is a doubt due to illness.
Newcastle vs Chelsea: What has been said?
Chelsea boss Pochettino speaking about the emergence of Newcastle: "Premier League is the Big 20. Every team in the Premier League is strong, it is very competitive.
"Now it's changed a little bit the perception. It's true in the past there were different teams there, but this is the most competitive team in the world.
"I think it's unfair now to say top six, top seven, and which teams you put there. In the table last season, Chelsea were out of the top six. It's a really competitive league and now I think we have to stop talking about the top four, six or seven."
PSV 
Feyenoord 
Bordeaux 
Rennes 
ST Etienne 
Marseille 
Monaco 
Everton 
Chelsea 
Leicester 
Wolverhampton 
Manchester Utd 
Bournemouth 
Real Madrid 
Sevilla 
Cremonese 
Sampdoria 
Tottenham 
Liverpool 
VFL Wolfsburg 
Borussia Dortmund 
Las Palmas 
Espanyol 
Monza 
Juventus 
Lens 
Paris Saint Germain 
Fiorentina 
Udinese 
Benfica 
Estoril 
Inter 
Como 
Manchester City 
Fulham 
Nottingham Forest 
Celtic 
Motherwell 
ST Mirren 
Rangers 
Carrarese 
Arsenal 
Ipswich 
Cagliari 
Lazio 
Atalanta 
FC Porto 
Boavista 
Torino